Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Machine learning
Machine learning is the practice of teaching a computer to learn. The concept uses pattern recognition, as well as other forms of predictive algorithms, to make judgments on incoming data. This field is closely related to artificial intelligence and computational statistics.
- GitHub: https://github.com/topics/machine-learning
- Wikipedia: https://en.wikipedia.org/wiki/Machine_learning
- Aliases: machine-learning-algorithms, machine-learning-library, machine-learning-application, machine-learning-models, machinelearning, ml,
- Last updated: 2024-07-29 13:47:44 UTC
- JSON Representation
https://github.com/microsoft/CNTK
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
c-plus-plus c-sharp cntk cognitive-toolkit deep-learning deep-neural-networks distributed java machine-learning neural-network python
Last synced: 30 Jul 2024
https://github.com/mlflow/mlflow
Open source platform for the machine learning lifecycle
ai apache-spark machine-learning ml mlflow model-management
Last synced: 30 Jul 2024
https://github.com/paperless-ngx/paperless-ngx
A community-supported supercharged version of paperless: scan, index and archive all your physical documents
angular archiving django dms document-management document-management-system machine-learning ocr optical-character-recognition pdf
Last synced: 30 Jul 2024
https://github.com/onnx/onnx
Open standard for machine learning interoperability
deep-learning deep-neural-networks dnn keras machine-learning ml mxnet neural-network onnx pytorch scikit-learn tensorflow
Last synced: 31 Jul 2024
https://github.com/afshinea/stanford-cs-229-machine-learning
VIP cheatsheets for Stanford's CS 229 Machine Learning
cheatsheet cs229 data-science deep-learning machine-learning ml-cheatsheet supervised-learning unsupervised-learning
Last synced: 01 Aug 2024
https://github.com/amusi/CVPR2024-Papers-with-Code
CVPR 2024 论文和开源项目合集
computer-vision cvpr cvpr2020 cvpr2021 cvpr2022 cvpr2023 cvpr2024 deep-learning image-processing image-segmentation machine-learning object-detection paper python semantic-segmentation transformer transformers visual-tracking
Last synced: 31 Jul 2024
https://github.com/ml-tooling/best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
automl chatgpt data-analysis data-science data-visualization data-visualizations deep-learning gpt gpt-3 jax keras machine-learning ml nlp python pytorch scikit-learn tensorflow transformer
Last synced: 30 Jul 2024
https://github.com/Unity-Technologies/ml-agents
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
deep-learning deep-reinforcement-learning machine-learning neural-networks reinforcement-learning unity unity3d
Last synced: 31 Jul 2024
https://github.com/microsoft/LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
data-mining decision-trees distributed gbdt gbm gbrt gradient-boosting kaggle lightgbm machine-learning microsoft parallel python r
Last synced: 29 Jul 2024
https://github.com/Microsoft/LightGBM
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
data-mining decision-trees distributed gbdt gbm gbrt gradient-boosting kaggle lightgbm machine-learning microsoft parallel python r
Last synced: 02 Aug 2024
https://github.com/NVlabs/instant-ngp
Instant neural graphics primitives: lightning fast NeRF and more
3d-reconstruction computer-graphics computer-vision cuda function-approximation machine-learning nerf neural-network real-time real-time-rendering realtime signed-distance-functions
Last synced: 31 Jul 2024
https://nvlabs.github.io/instant-ngp/
Instant neural graphics primitives: lightning fast NeRF and more
3d-reconstruction computer-graphics computer-vision cuda function-approximation machine-learning nerf neural-network real-time real-time-rendering realtime signed-distance-functions
Last synced: 31 Jul 2024
https://github.com/oxford-cs-deepnlp-2017/lectures
Oxford Deep NLP 2017 course
deep-learning machine-learning natural-language-processing nlp oxford
Last synced: 30 Jul 2024
https://github.com/pytorch/vision
Datasets, Transforms and Models specific to Computer Vision
computer-vision machine-learning
Last synced: 30 Jul 2024
https://github.com/zziz/pwc
This repository is no longer maintained.
code cvpr eccv iccv icml machine-learning nips paper
Last synced: 30 Jul 2024
https://github.com/NLP-LOVE/ML-NLP
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现,也是作为一个算法工程师必会的理论基础知识。
deep-learning machine-learning nlp
Last synced: 01 Aug 2024
https://github.com/RaRe-Technologies/gensim
Topic Modelling for Humans
data-mining data-science document-similarity fasttext gensim information-retrieval machine-learning natural-language-processing neural-network nlp python topic-modeling word-embeddings word-similarity word2vec
Last synced: 04 Aug 2024
https://github.com/piskvorky/gensim
Topic Modelling for Humans
data-mining data-science document-similarity fasttext gensim information-retrieval machine-learning natural-language-processing neural-network nlp python topic-modeling word-embeddings word-similarity word2vec
Last synced: 30 Jul 2024
https://github.com/rare-technologies/gensim
Topic Modelling for Humans
data-mining data-science document-similarity fasttext gensim information-retrieval machine-learning natural-language-processing neural-network nlp python topic-modeling word-embeddings word-similarity word2vec
Last synced: 07 Aug 2024
https://github.com/tensorflow/tensor2tensor
Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.
deep-learning machine-learning machine-translation reinforcement-learning tpu
Last synced: 31 Jul 2024
https://github.com/kailashahirwar/cheatsheets-ai
Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5
artificial-intelligence deep-learning keras machine-learning matplotlib numpy scipy
Last synced: 01 Aug 2024
https://github.com/ddbourgin/numpy-ml
Machine learning, in numpy
attention bayesian-inference gaussian-mixture-models gaussian-processes good-turing-smoothing gradient-boosting hidden-markov-models knn lstm machine-learning mfcc neural-networks reinforcement-learning resnet topic-modeling vae wavenet wgan-gp word2vec
Last synced: 31 Jul 2024
https://ramitsurana.github.io/awesome-kubernetes/
A curated list for awesome kubernetes sources :ship::tada:
aws azure books cloud-providers deploy-kubernetes docker enterprise-kubernetes-products google-cloud google-kubernetes kubernetes kubernetes-cluster kubernetes-sources machine-learning meetup minikube monitoring-kubernetes resource schedule
Last synced: 04 Aug 2024
https://github.com/argoproj/argo
Workflow Engine for Kubernetes
airflow argo argo-workflows batch-processing cloud-native cncf dag data-engineering gitops hacktoberfest k8s knative kubernetes machine-learning mlops pipelines workflow workflow-engine
Last synced: 03 Aug 2024
https://argoproj.github.io/argo-workflows/
Workflow Engine for Kubernetes
airflow argo argo-workflows batch-processing cloud-native cncf dag data-engineering gitops hacktoberfest k8s knative kubernetes machine-learning mlops pipelines workflow workflow-engine
Last synced: 31 Jul 2024
https://github.com/argoproj/argo-workflows
Workflow Engine for Kubernetes
airflow argo argo-workflows batch-processing cloud-native cncf dag data-engineering gitops hacktoberfest k8s knative kubernetes machine-learning mlops pipelines workflow workflow-engine
Last synced: 31 Jul 2024
https://github.com/dair-ai/ML-YouTube-Courses
📺 Discover the latest machine learning / AI courses on YouTube.
ai data-science deep-learning machine-learning natural-language-processing nlp
Last synced: 30 Jul 2024
https://github.com/aleju/imgaug
Image augmentation for machine learning experiments.
affine-transformation augment-images augmentation bounding-boxes contrast crop deep-learning heatmap image-augmentation images keypoints machine-learning polygon segmentation-maps
Last synced: 01 Aug 2024
https://github.com/uber/horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
baidu deep-learning deeplearning keras machine-learning machinelearning mpi mxnet pytorch ray spark tensorflow uber
Last synced: 12 Aug 2024
https://github.com/microsoft/qlib
Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.
algorithmic-trading auto-quant deep-learning finance fintech investment machine-learning paper platform python quant quant-dataset quant-models quantitative-finance quantitative-trading research research-paper stock-data
Last synced: 31 Jul 2024
https://github.com/horovod/horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
baidu deep-learning deeplearning keras machine-learning machinelearning mpi mxnet pytorch ray spark tensorflow uber
Last synced: 30 Jul 2024
https://github.com/roboflow/supervision
We write your reusable computer vision tools. 💜
classification coco computer-vision deep-learning image-processing instance-segmentation low-code machine-learning metrics object-detection oriented-bounding-box pascal-voc python pytorch tensorflow tracking video-processing yolo
Last synced: 31 Jul 2024
https://github.com/ivy-llc/ivy
The Unified AI Framework
abstraction autograd deep-learning gpu ivy jax machine-learning mxnet neural-network numpy python pytorch template tensorflow
Last synced: 01 Aug 2024
https://github.com/hindupuravinash/the-gan-zoo
A list of all named GANs!
gan generative-adversarial-network machine-learning
Last synced: 31 Jul 2024
https://github.com/Microsoft/nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
automated-machine-learning automl bayesian-optimization data-science deep-learning deep-neural-network distributed feature-engineering hyperparameter-optimization hyperparameter-tuning machine-learning machine-learning-algorithms mlops model-compression nas neural-architecture-search neural-network python pytorch tensorflow
Last synced: 01 Aug 2024
https://github.com/microsoft/nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
automated-machine-learning automl bayesian-optimization data-science deep-learning deep-neural-network distributed feature-engineering hyperparameter-optimization hyperparameter-tuning machine-learning machine-learning-algorithms mlops model-compression nas neural-architecture-search neural-network python pytorch tensorflow
Last synced: 31 Jul 2024
https://github.com/gunthercox/ChatterBot
ChatterBot is a machine learning, conversational dialog engine for creating chat bots
bot chatbot chatterbot conversation language machine-learning python
Last synced: 31 Jul 2024
https://github.com/kubeflow/kubeflow
Machine Learning Toolkit for Kubernetes
google-kubernetes-engine jupyter kubeflow kubernetes machine-learning minikube ml notebook tensorflow
Last synced: 31 Jul 2024
https://github.com/zalandoresearch/flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
machine-learning named-entity-recognition natural-language-processing nlp pytorch semantic-role-labeling sequence-labeling word-embeddings
Last synced: 31 Jul 2024
https://github.com/flairNLP/flair
A very simple framework for state-of-the-art Natural Language Processing (NLP)
machine-learning named-entity-recognition natural-language-processing nlp pytorch semantic-role-labeling sequence-labeling word-embeddings
Last synced: 30 Jul 2024
https://github.com/virgili0/Virgilio
Your new Mentor for Data Science E-Learning.
business-intelligence computer-vision data-science datascience guide guidelines hacktoberfest learning learning-python machine-learning machine-vision nlp path python scikit-learn statistics study studypath tensorflow virgilio
Last synced: 30 Jul 2024
https://github.com/deepset-ai/haystack
:mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
ai bert chatgpt generative-ai gpt-3 information-retrieval language-model large-language-models machine-learning nlp python pytorch question-answering semantic-search squad summarization transformers
Last synced: 31 Jul 2024
https://github.com/albumentations-team/albumentations
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
augmentation deep-learning detection fast-augmentations image-augmentation image-classification image-processing image-segmentation machine-learning object-detection python segmentation
Last synced: 31 Jul 2024
https://github.com/Mikoto10032/DeepLearning
深度学习入门教程, 优秀文章, Deep Learning Tutorial
cnn deep-learning deeplearning gan gcn kaggle machine-learning machinelearning mxnet pytorch rnn tensorflow
Last synced: 01 Aug 2024
https://github.com/nltk/nltk
NLTK Source
machine-learning natural-language-processing nlp nltk python
Last synced: 31 Jul 2024
https://github.com/davisking/dlib
A toolkit for making real world machine learning and data analysis applications in C++
c-plus-plus computer-vision deep-learning dlib machine-learning machine-learning-library python
Last synced: 30 Jul 2024
https://github.com/iterative/dvc
🦉 ML Experiments and Data Management with Git
ai collaboration data-science data-version-control developer-tools git hacktoberfest machine-learning python reproducibility
Last synced: 30 Jul 2024
https://github.com/jindongwang/transferlearning
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
deep-learning domain-adaptation domain-adaption domain-generalization few-shot few-shot-learning generalization machine-learning meta-learning paper papers representation-learning self-supervised-learning style-transfer survey theory transfer-learning transferlearning tutorial-code unsupervised-learning
Last synced: 31 Jul 2024
https://github.com/VinciGit00/Scrapegraph-ai
Python scraper based on AI
automated-scraper gpt-3 gpt-4 llama3 llm machine-learning sc scraping scraping-python scrapingweb
Last synced: 24 Aug 2024
https://github.com/halfrost/Halfrost-Field
✍🏻 这里是写博客的地方 —— Halfrost-Field 冰霜之地
algorithm analyze article blog go golang ios javascript machine-learning network objective-c source-code swift
Last synced: 30 Jul 2024
https://github.com/ai4finance-foundation/fingpt
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
chatgpt finance fingpt fintech large-language-models machine-learning nlp prompt-engineering pytorch reinforcement-learning robo-advisor sentiment-analysis technical-analysis
Last synced: 02 Aug 2024
https://github.com/AI4Finance-Foundation/FinGPT
FinGPT: Open-Source Financial Large Language Models! Revolutionize 🔥 We release the trained model on HuggingFace.
chatgpt finance fingpt fintech large-language-models machine-learning nlp prompt-engineering pytorch reinforcement-learning robo-advisor sentiment-analysis technical-analysis
Last synced: 31 Jul 2024
https://github.com/extreme-assistant/CVPR2024-Paper-Code-Interpretation
cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集,极市团队整理
computer-vision cvpr2019 cvpr2020 cvpr2021 cvpr2022 deep-learning image-classification image-segmentation machine-learning object-detection papers
Last synced: 31 Jul 2024
https://github.com/janishar/mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
book chapter clear deep-learning deeplearning excercises good learning lecture-notes linear-algebra machine machine-learning mit neural-network neural-networks pdf print printable thinking
Last synced: 30 Jul 2024
https://github.com/alex000kim/nsfw_data_scraper
Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier
content-moderation deep-learning machine-learning nsfw nsfw-classifier pornography
Last synced: 31 Jul 2024
https://github.com/rasbt/python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
data-mining data-science logistic-regression machine-learning machine-learning-algorithms neural-network python scikit-learn
Last synced: 30 Jul 2024
https://github.com/ydataai/ydata-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
big-data-analytics data-analysis data-exploration data-profiling data-quality data-science deep-learning eda exploration exploratory-data-analysis hacktoberfest html-report jupyter jupyter-notebook machine-learning pandas pandas-dataframe pandas-profiling python statistics
Last synced: 30 Jul 2024
https://github.com/pandas-profiling/pandas-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
big-data-analytics data-analysis data-exploration data-profiling data-quality data-science deep-learning eda exploration exploratory-data-analysis hacktoberfest html-report jupyter jupyter-notebook machine-learning pandas pandas-dataframe pandas-profiling python statistics
Last synced: 03 Aug 2024
https://github.com/kmario23/deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
artificial-intelligence-algorithms artificial-neural-networks bayesian-statistics computer-vision deep-learning deep-neural-networks deep-reinforcement-learning explainable-ai geometric-deep-learning graph-neural-networks machine-learning medical-imaging natural-language-processing optimization pattern-recognition probabilistic-graphical-models probability reinforcement-learning speech-recognition visual-recognition
Last synced: 30 Jul 2024
https://github.com/stefan-jansen/machine-learning-for-trading
Code for Machine Learning for Algorithmic Trading, 2nd edition.
artificial-intelligence data-science deep-learning finance investment investment-strategies machine-learning ml4t-workflow synthetic-data trading trading-agent trading-strategies
Last synced: 01 Aug 2024
https://github.com/bbfamily/abu
阿布量化交易系统(股票,期权,期货,比特币,机器学习) 基于python的开源量化交易,量化投资架构
algorithmic-trading bitcoin machine-learning matplotlib numpy pandas quant quantitative-trading stock trade trading
Last synced: 31 Jul 2024
https://github.com/zalandoresearch/fashion-mnist
A MNIST-like fashion product database. Benchmark :point_down:
benchmark computer-vision convolutional-neural-networks dataset deep-learning fashion fashion-mnist gan machine-learning mnist zalando
Last synced: 31 Jul 2024
https://github.com/dair-ai/ml-visuals
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
artificial-intelligence deep-learning design machine-learning natural-language-processing
Last synced: 30 Jul 2024
https://github.com/MorvanZhou/tutorials
机器学习相关教程
machine-learning multiprocessing neural-network numpy python sklearn tensorflow theano threading
Last synced: 31 Jul 2024
https://github.com/lukas-blecher/LaTeX-OCR
pix2tex: Using a ViT to convert images of equations into LaTeX code.
dataset deep-learning im2latex im2markup im2text image-processing image2text latex latex-ocr machine-learning math-ocr ocr python pytorch transformer vision-transformer vit
Last synced: 31 Jul 2024
https://github.com/datawhalechina/leedl-tutorial
《李宏毅深度学习教程》(李宏毅老师推荐👍),PDF下载地址:https://github.com/datawhalechina/leedl-tutorial/releases
bert chatgpt cnn deep-learning diffusion gan leedl-tutorial machine-learning network-compression pruning reinforcement-learning rnn self-attention transfer-learning transformer tutorial
Last synced: 31 Jul 2024
https://github.com/apache/tvm
Open deep learning compiler stack for cpu, gpu and specialized accelerators
compiler deep-learning gpu javascript machine-learning metal opencl performance rocm spirv tensor tvm vulkan
Last synced: 31 Jul 2024
https://github.com/apple/turicreate/
Turi Create simplifies the development of custom machine learning models.
deep-learning machine-learning python
Last synced: 03 Aug 2024
https://github.com/apple/turicreate
Turi Create simplifies the development of custom machine learning models.
deep-learning machine-learning python
Last synced: 31 Jul 2024
https://github.com/serengil/deepface
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
age-prediction arcface deep-learning deepface deepid emotion-recognition face-analysis face-recognition facenet facial-expression-recognition facial-recognition gender-prediction machine-learning openface python race-classification vgg-face
Last synced: 30 Jul 2024
https://github.com/uber/ludwig
Low-code framework for building custom LLMs, neural networks, and other AI models
computer-vision data-centric data-science deep deep-learning deeplearning fine-tuning learning llama llama2 llm llm-training machine-learning machinelearning mistral ml natural-language natural-language-processing neural-network pytorch
Last synced: 05 Aug 2024
https://github.com/ludwig-ai/ludwig
Low-code framework for building custom LLMs, neural networks, and other AI models
computer-vision data-centric data-science deep deep-learning deeplearning fine-tuning learning llama llama2 llm llm-training machine-learning machinelearning mistral ml natural-language natural-language-processing neural-network pytorch
Last synced: 30 Jul 2024
https://github.com/isl-org/Open3D
Open3D: A Modern Library for 3D Data Processing
3d 3d-perception arm computer-graphics cpp cuda gpu gui machine-learning mesh-processing odometry opengl pointcloud python pytorch reconstruction registration rendering tensorflow visualization
Last synced: 31 Jul 2024
https://github.com/intel-isl/Open3D
Open3D: A Modern Library for 3D Data Processing
3d 3d-perception arm computer-graphics cpp cuda gpu gui machine-learning mesh-processing odometry opengl pointcloud python pytorch reconstruction registration rendering tensorflow visualization
Last synced: 13 Aug 2024
https://github.com/esimov/caire
Content aware image resize library
computer-vision content-aware-resize content-aware-scaling edge-detection face-detection golang image-processing image-resize machine-learning seam-carving
Last synced: 30 Jul 2024
https://github.com/DataTalksClub/mlops-zoomcamp
Free MLOps course from DataTalks.Club
machine-learning mlops model-deployment model-monitoring workflow-orchestration
Last synced: 31 Jul 2024
https://github.com/stas00/ml-engineering
Machine Learning Engineering Open Book
ai large-language-models llm machine-learning machine-learning-engineering mlops pytorch scalability slurm transformers
Last synced: 31 Jul 2024
https://github.com/chiphuyen/stanford-tensorflow-tutorials
This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.
chatbot course-materials deep-learning machine-learning natural-language-processing nlp python stanford tensorflow tutorial
Last synced: 30 Jul 2024
https://github.com/rushter/MLAlgorithms
Minimal and clean examples of machine learning algorithms implementations
deep-learning machine-learning machine-learning-algorithms neural-networks python
Last synced: 31 Jul 2024
https://github.com/ultralytics/yolov3
YOLOv3 in PyTorch > ONNX > CoreML > TFLite
deep-learning machine-learning object-detection ultralytics yolo yolov3 yolov5
Last synced: 31 Jul 2024
https://github.com/lexfridman/mit-deep-learning
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
artificial-intelligence data-science deep-learning deep-reinforcement-learning deep-rl deeplearning jupyter-notebooks machine-learning mit neural-networks segmentation self-driving-cars tensorflow tensorflow-tutorials
Last synced: 30 Jul 2024
https://github.com/ggerganov/ggml
Tensor library for machine learning
automatic-differentiation large-language-models machine-learning tensor-algebra
Last synced: 31 Jul 2024
https://github.com/optuna/optuna
A hyperparameter optimization framework
distributed hacktoberfest hyperparameter-optimization machine-learning parallel python
Last synced: 31 Jul 2024
https://github.com/heejkoo/Awesome-Diffusion-Models
A collection of resources and papers on Diffusion Models
artificial-intelligence diffusion-models generative-model machine-learning score-based score-matching
Last synced: 31 Jul 2024
https://github.com/fastai/numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
algorithms data-science deep-learning linear-algebra machine-learning numpy python
Last synced: 31 Jul 2024
https://github.com/aws/amazon-sagemaker-examples
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
aws data-science deep-learning examples inference jupyter-notebook machine-learning mlops reinforcement-learning sagemaker training
Last synced: 01 Aug 2024
https://github.com/meta-llama/llama-recipes
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.
ai finetuning langchain llama llama2 llm machine-learning python pytorch vllm
Last synced: 30 Jul 2024
https://github.com/facebookresearch/llama-recipes
Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datasets for applications such as summarization and Q&A. Supporting a number of candid inference solutions such as HF TGI, VLLM for local or cloud deployment. Demo apps to showcase Meta Llama3 for WhatsApp & Messenger.
ai finetuning langchain llama llama2 llm machine-learning python pytorch vllm
Last synced: 05 Sep 2024
https://github.com/deepmind/sonnet
TensorFlow-based neural network library
artificial-intelligence deep-learning machine-learning neural-networks tensorflow
Last synced: 04 Aug 2024
https://github.com/google-deepmind/sonnet
TensorFlow-based neural network library
artificial-intelligence deep-learning machine-learning neural-networks tensorflow
Last synced: 30 Jul 2024
https://github.com/jacobgil/pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
class-activation-maps computer-vision deep-learning explainable-ai explainable-ml grad-cam image-classification interpretability interpretable-ai interpretable-deep-learning machine-learning object-detection pytorch score-cam vision-transformers visualizations xai
Last synced: 01 Aug 2024
https://github.com/tflearn/tflearn
Deep learning library featuring a higher-level API for TensorFlow.
data-science deep-learning machine-learning neural-network tensorflow tflearn
Last synced: 31 Jul 2024
https://github.com/epistasislab/tpot
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
adsp ag066833 aiml alzheimer alzheimers automated-machine-learning automation automl data-science feature-engineering gradient-boosting hyperparameter-optimization machine-learning model-selection nia parameter-tuning python random-forest scikit-learn u01ag066833
Last synced: 03 Aug 2024
https://github.com/rhiever/tpot
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
adsp ag066833 aiml alzheimer alzheimers automated-machine-learning automation automl data-science feature-engineering gradient-boosting hyperparameter-optimization machine-learning model-selection nia parameter-tuning python random-forest scikit-learn u01ag066833
Last synced: 22 Aug 2024
https://epistasislab.github.io/tpot/
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
adsp ag066833 aiml alzheimer alzheimers automated-machine-learning automation automl data-science feature-engineering gradient-boosting hyperparameter-optimization machine-learning model-selection nia parameter-tuning python random-forest scikit-learn u01ag066833
Last synced: 02 Aug 2024
https://github.com/EpistasisLab/tpot
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
adsp ag066833 aiml alzheimer alzheimers automated-machine-learning automation automl data-science feature-engineering gradient-boosting hyperparameter-optimization machine-learning model-selection nia parameter-tuning python random-forest scikit-learn u01ag066833
Last synced: 30 Jul 2024
https://github.com/kornia/kornia
Geometric Computer Vision Library for Spatial AI
artificial-intelligence computer-vision deep-learning image-processing machine-learning neural-network python pytorch robotics spatial-ai
Last synced: 30 Jul 2024
https://github.com/Yorko/mlcourse.ai
Open Machine Learning Course
algorithms data-analysis data-science docker ipynb kaggle-inclass machine-learning math matplotlib numpy pandas plotly python scikit-learn scipy seaborn vowpal-wabbit
Last synced: 31 Jul 2024
https://github.com/infiniflow/ragflow
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
chatbot data-pipelines deep-learning document-parser document-understanding information-retrieval llm llmops machine-learning nlp ocr orchestration pdf-to-text preprocessing rag retrieval-augmented-generation table-structure-recognition
Last synced: 30 Jul 2024
https://github.com/timzhang642/3D-Machine-Learning
A resource repository for 3D machine learning
3d 3d-reconstruction constructive-solid-geometries machine-learning mesh neural-networks papers point-cloud primitives voxel
Last synced: 30 Jul 2024