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: 2024-12-21 00:17:15 UTC
- JSON Representation
https://github.com/tensorflow/tensorflow
An Open Source Machine Learning Framework for Everyone
deep-learning deep-neural-networks distributed machine-learning ml neural-network python tensorflow
Last synced: 17 Dec 2024
https://github.com/huggingface/transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
bert deep-learning flax hacktoberfest jax language-model language-models machine-learning model-hub natural-language-processing nlp nlp-library pretrained-models python pytorch pytorch-transformers seq2seq speech-recognition tensorflow transformer
Last synced: 16 Dec 2024
https://github.com/pytorch/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
autograd deep-learning gpu machine-learning neural-network numpy python tensor
Last synced: 16 Dec 2024
https://github.com/netdata/netdata
Architected for speed. Automated for easy. Monitoring and troubleshooting, transformed!
alerting cncf data-visualization database devops docker grafana influxdb kubernetes linux machine-learning mongodb monitoring mysql netdata observability postgresql prometheus raspberry-pi statsd
Last synced: 16 Dec 2024
https://github.com/firehol/netdata
Architected for speed. Automated for easy. Monitoring and troubleshooting, transformed!
alerting cncf data-visualization database devops docker grafana influxdb kubernetes linux machine-learning mongodb monitoring mysql netdata observability postgresql prometheus raspberry-pi statsd
Last synced: 09 Dec 2024
https://github.com/microsoft/ml-for-beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
data-science education machine-learning machine-learning-algorithms machinelearning machinelearning-python microsoft-for-beginners ml python r scikit-learn scikit-learn-python
Last synced: 16 Dec 2024
https://microsoft.github.io/ML-For-Beginners/
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
data-science education machine-learning machine-learning-algorithms machinelearning machinelearning-python ml python r scikit-learn scikit-learn-python
Last synced: 01 Nov 2024
https://github.com/microsoft/ML-For-Beginners
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
data-science education machine-learning machine-learning-algorithms machinelearning machinelearning-python ml python r scikit-learn scikit-learn-python
Last synced: 27 Oct 2024
https://github.com/developer-y/cs-video-courses
List of Computer Science courses with video lectures.
algorithms bioinformatics computational-biology computational-physics computer-architecture computer-science computer-vision database-systems databases deep-learning embedded-systems machine-learning quantum-computing reinforcement-learning robotics security systems web-development
Last synced: 24 Nov 2024
https://github.com/Developer-Y/cs-video-courses
List of Computer Science courses with video lectures.
algorithms bioinformatics computational-biology computational-physics computer-architecture computer-science computer-vision database-systems databases deep-learning embedded-systems machine-learning quantum-computing reinforcement-learning robotics security systems web-development
Last synced: 25 Oct 2024
https://github.com/d2l-ai/d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
book chinese computer-vision deep-learning machine-learning natural-language-processing notebook python
Last synced: 16 Dec 2024
https://github.com/tesseract-ocr/tesseract
Tesseract Open Source OCR Engine (main repository)
hacktoberfest lstm machine-learning ocr ocr-engine tesseract tesseract-ocr
Last synced: 16 Dec 2024
https://github.com/keras-team/keras
Deep Learning for humans
data-science deep-learning jax machine-learning neural-networks python pytorch tensorflow
Last synced: 16 Dec 2024
https://github.com/scikit-learn/scikit-learn
scikit-learn: machine learning in Python
data-analysis data-science machine-learning python statistics
Last synced: 16 Dec 2024
https://github.com/ageitgey/face_recognition
The world's simplest facial recognition api for Python and the command line
face-detection face-recognition machine-learning python
Last synced: 16 Dec 2024
https://github.com/deepfakes/faceswap
Deepfakes Software For All
deep-face-swap deep-learning deep-neural-networks deepface deepfakes deeplearning face-swap faceswap fakeapp machine-learning myfakeapp neural-nets neural-networks openfaceswap
Last synced: 16 Dec 2024
https://github.com/labmlai/annotated_deep_learning_paper_implementations
🧑🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
attention deep-learning deep-learning-tutorial gan literate-programming machine-learning neural-networks optimizers pytorch reinforcement-learning transformer transformers
Last synced: 16 Dec 2024
https://github.com/ultralytics/yolov5
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite
coreml deep-learning ios machine-learning ml object-detection onnx pytorch tflite ultralytics yolo yolov3 yolov5
Last synced: 16 Dec 2024
https://github.com/iperov/DeepFaceLab
DeepFaceLab is the leading software for creating deepfakes.
arxiv creating-deepfakes deep-face-swap deep-learning deep-neural-networks deepface deepfacelab deepfakes deeplearning face-swap faceswap fakeapp machine-learning neural-nets neural-networks
Last synced: 30 Oct 2024
https://github.com/julialang/julia
The Julia Programming Language
hacktoberfest hpc julia julia-language julialang machine-learning numerical programming-language science scientific
Last synced: 16 Dec 2024
https://github.com/avik-jain/100-days-of-ml-code
100 Days of ML Coding
100-days-of-code-log 100daysofcode deep-learning implementation infographics linear-algebra linear-regression logistic-regression machine-learning machine-learning-algorithms naive-bayes-classifier python scikit-learn siraj-raval siraj-raval-challenge support-vector-machines svm tutorial
Last synced: 16 Dec 2024
https://github.com/Avik-Jain/100-Days-Of-ML-Code
100 Days of ML Coding
100-days-of-code-log 100daysofcode deep-learning implementation infographics linear-algebra linear-regression logistic-regression machine-learning machine-learning-algorithms naive-bayes-classifier python scikit-learn siraj-raval siraj-raval-challenge support-vector-machines svm tutorial
Last synced: 29 Oct 2024
https://github.com/JuliaLang/julia
The Julia Programming Language
hacktoberfest hpc julia julia-language julialang machine-learning numerical programming-language science scientific
Last synced: 25 Oct 2024
https://github.com/aymericdamien/tensorflow-examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
deep-learning examples machine-learning python tensorflow tutorial
Last synced: 16 Dec 2024
https://github.com/aymericdamien/TensorFlow-Examples
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
deep-learning examples machine-learning python tensorflow tutorial
Last synced: 25 Oct 2024
https://github.com/mlabonne/llm-course
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
course large-language-models llm machine-learning roadmap
Last synced: 16 Dec 2024
https://github.com/apache/airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
airflow apache apache-airflow automation dag data-engineering data-integration data-orchestrator data-pipelines data-science elt etl machine-learning mlops orchestration python scheduler workflow workflow-engine workflow-orchestration
Last synced: 16 Dec 2024
https://github.com/apache/incubator-airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
airflow apache apache-airflow automation dag data-engineering data-integration data-orchestrator data-pipelines data-science elt etl machine-learning mlops orchestration python scheduler workflow workflow-engine workflow-orchestration
Last synced: 23 Nov 2024
https://github.com/laion-ai/open-assistant
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
ai assistant chatgpt discord-bot language-model machine-learning nextjs python rlhf
Last synced: 16 Dec 2024
https://github.com/LAION-AI/Open-Assistant
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
ai assistant chatgpt discord-bot language-model machine-learning nextjs python rlhf
Last synced: 26 Oct 2024
https://github.com/gokumohandas/made-with-ml
Learn how to design, develop, deploy and iterate on production-grade ML applications.
data-engineering data-quality data-science deep-learning distributed-ml distributed-training llms machine-learning mlops natural-language-processing python pytorch ray
Last synced: 16 Dec 2024
https://github.com/GokuMohandas/Made-With-ML
Learn how to design, develop, deploy and iterate on production-grade ML applications.
data-engineering data-quality data-science deep-learning distributed-ml distributed-training llms machine-learning mlops natural-language-processing python pytorch ray
Last synced: 27 Oct 2024
https://github.com/microsoft/deepspeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
billion-parameters compression data-parallelism deep-learning gpu inference machine-learning mixture-of-experts model-parallelism pipeline-parallelism pytorch trillion-parameters zero
Last synced: 17 Dec 2024
https://github.com/streamlit/streamlit
Streamlit — A faster way to build and share data apps.
data-analysis data-science data-visualization deep-learning developer-tools machine-learning python streamlit
Last synced: 16 Dec 2024
https://github.com/photoprism/photoprism
AI-Powered Photos App for the Decentralized Web 🌈💎✨
ai golang google-photos machine-learning photography private-cloud self-hosted tensorflow
Last synced: 16 Dec 2024
https://github.com/ray-project/ray
Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
automl data-science deep-learning deployment distributed hyperparameter-optimization hyperparameter-search java llm-serving machine-learning model-selection optimization parallel python pytorch ray reinforcement-learning rllib serving tensorflow
Last synced: 16 Dec 2024
https://github.com/gradio-app/gradio
Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!
data-analysis data-science data-visualization deep-learning deploy gradio gradio-interface hacktoberfest interface machine-learning models python python-notebook ui ui-components
Last synced: 17 Dec 2024
https://github.com/bvlc/caffe
Caffe: a fast open framework for deep learning.
deep-learning machine-learning vision
Last synced: 16 Dec 2024
https://github.com/BVLC/caffe
Caffe: a fast open framework for deep learning.
deep-learning machine-learning vision
Last synced: 25 Oct 2024
https://github.com/openbb-finance/openbb
Investment Research for Everyone, Everywhere.
artificial-intelligence crypto cryptocurrency economics finance hacktoberfest investment investment-research machine-learning openbb python quantitative-finance stocks
Last synced: 16 Dec 2024
https://github.com/microsoft/DeepSpeed
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
billion-parameters compression data-parallelism deep-learning gpu inference machine-learning mixture-of-experts model-parallelism pipeline-parallelism pytorch trillion-parameters zero
Last synced: 28 Oct 2024
https://github.com/ultralytics/ultralytics
Ultralytics YOLO11 🚀
deep-learning hub image-classification instance-segmentation machine-learning obb object-detection pose pytorch tracking ultralytics yolo yolo-world yolo-world-v2 yolo11 yolov10 yolov8 yolov9
Last synced: 16 Dec 2024
https://github.com/microsoft/ai-for-beginners
12 Weeks, 24 Lessons, AI for All!
ai artificial-intelligence cnn computer-vision deep-learning gan machine-learning nlp rnn
Last synced: 17 Dec 2024
https://github.com/Microsoft/AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
ai artificial-intelligence cnn computer-vision deep-learning gan machine-learning nlp rnn
Last synced: 05 Nov 2024
https://microsoft.github.io/AI-For-Beginners/?id=offline-access
12 Weeks, 24 Lessons, AI for All!
ai artificial-intelligence cnn computer-vision deep-learning gan machine-learning nlp rnn
Last synced: 29 Oct 2024
https://github.com/microsoft/AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
ai artificial-intelligence cnn computer-vision deep-learning gan machine-learning nlp rnn
Last synced: 25 Oct 2024
https://microsoft.github.io/AI-For-Beginners/
12 Weeks, 24 Lessons, AI for All!
ai artificial-intelligence cnn computer-vision deep-learning gan machine-learning nlp rnn
Last synced: 17 Nov 2024
https://github.com/cmu-perceptual-computing-lab/openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
caffe computer-vision cpp cvpr-2017 deep-learning face foot-estimation hand-estimation human-behavior-understanding human-pose human-pose-estimation keypoint-detection keypoints machine-learning multi-person opencv openpose pose pose-estimation real-time
Last synced: 16 Dec 2024
https://github.com/thealgorithms/c-plus-plus
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
algorithm algorithm-competitions algorithms algorithms-implemented artificial-intelligence-algorithms computer-science cpp data-structures educational hacktoberfest instructor-materials interview-preparation interview-questions machine-learning machine-learning-algorithms mathematics search sort
Last synced: 16 Dec 2024
https://github.com/explosion/spacy
💫 Industrial-strength Natural Language Processing (NLP) in Python
ai artificial-intelligence cython data-science deep-learning entity-linking machine-learning named-entity-recognition natural-language-processing neural-network neural-networks nlp nlp-library python spacy text-classification tokenization
Last synced: 16 Dec 2024
https://github.com/explosion/spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
ai artificial-intelligence cython data-science deep-learning entity-linking machine-learning named-entity-recognition natural-language-processing neural-network neural-networks nlp nlp-library python spacy text-classification tokenization
Last synced: 26 Oct 2024
https://github.com/CMU-Perceptual-Computing-Lab/openpose
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
caffe computer-vision cpp cvpr-2017 deep-learning face foot-estimation hand-estimation human-behavior-understanding human-pose human-pose-estimation keypoint-detection keypoints machine-learning multi-person opencv openpose pose pose-estimation real-time
Last synced: 26 Oct 2024
https://github.com/TheAlgorithms/C-Plus-Plus
Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.
algorithm algorithm-competitions algorithms algorithms-implemented artificial-intelligence-algorithms computer-science cpp data-structures educational hacktoberfest instructor-materials interview-preparation interview-questions machine-learning machine-learning-algorithms mathematics search sort
Last synced: 26 Oct 2024
https://github.com/amai-gmbh/ai-expert-roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2022
ai ai-roadmap artificial-intelligence data-analysis data-science deep-learning machine-learning neural-network roadmap study-plan
Last synced: 17 Dec 2024
https://github.com/AMAI-GmbH/AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2022
ai ai-roadmap artificial-intelligence data-analysis data-science deep-learning machine-learning neural-network roadmap study-plan
Last synced: 25 Oct 2024
https://github.com/ZuzooVn/machine-learning-for-software-engineers
A complete daily plan for studying to become a machine learning engineer.
artificial-intelligence deep-learning machine-learning machine-learning-algorithms software-engineer
Last synced: 26 Oct 2024
https://github.com/zuzoovn/machine-learning-for-software-engineers
A complete daily plan for studying to become a machine learning engineer.
artificial-intelligence deep-learning machine-learning machine-learning-algorithms software-engineer
Last synced: 23 Nov 2024
https://github.com/lutzroeder/netron
Visualizer for neural network, deep learning and machine learning models
ai coreml deep-learning deeplearning keras machine-learning machinelearning ml neural-network numpy onnx pytorch safetensors tensorflow tensorflow-lite visualizer
Last synced: 16 Dec 2024
https://lutzroeder.github.io/Netron
Visualizer for neural network, deep learning and machine learning models
ai coreml deep-learning deeplearning keras machine-learning machinelearning ml neural-network numpy onnx pytorch safetensors tensorflow tensorflow-lite visualizer
Last synced: 18 Nov 2024
https://github.com/google-ai-edge/mediapipe
Cross-platform, customizable ML solutions for live and streaming media.
android audio-processing c-plus-plus calculator computer-vision deep-learning framework graph-based graph-framework inference machine-learning mediapipe mobile-development perception pipeline-framework stream-processing video-processing
Last synced: 16 Dec 2024
https://github.com/google/mediapipe
Cross-platform, customizable ML solutions for live and streaming media.
android audio-processing c-plus-plus calculator computer-vision deep-learning framework graph-based graph-framework inference machine-learning mediapipe mobile-development perception pipeline-framework stream-processing video-processing
Last synced: 13 Dec 2024
https://github.com/lightning-ai/pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
ai artificial-intelligence data-science deep-learning machine-learning python pytorch
Last synced: 16 Dec 2024
https://github.com/Lightning-AI/pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
ai artificial-intelligence data-science deep-learning machine-learning python pytorch
Last synced: 29 Oct 2024
https://github.com/donnemartin/data-science-ipython-notebooks
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
aws big-data caffe data-science deep-learning hadoop kaggle keras machine-learning mapreduce matplotlib numpy pandas python scikit-learn scipy spark tensorflow theano
Last synced: 16 Dec 2024
https://google.github.io/mediapipe
Cross-platform, customizable ML solutions for live and streaming media.
android audio-processing c-plus-plus calculator computer-vision deep-learning framework graph-based graph-framework inference machine-learning mediapipe mobile-development perception pipeline-framework stream-processing video-processing
Last synced: 03 Nov 2024
https://github.com/eugeneyan/applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
applied-data-science applied-machine-learning computer-vision data-discovery data-engineering data-quality data-science deep-learning machine-learning natural-language-processing production recsys reinforcement-learning search
Last synced: 23 Nov 2024
https://github.com/mindsdb/mindsdb
The platform for building AI from enterprise data
ai ai-agents artificial-intelligence auto-gpt chatbot database forecasting gpt gpt4all hacktoberfest huggingface llm machine-learning ml mongodb mysql postgres semantic-search timeseries
Last synced: 16 Dec 2024
https://github.com/OpenBB-finance/OpenBB
Investment Research for Everyone, Everywhere.
artificial-intelligence crypto cryptocurrency economics finance hacktoberfest investment investment-research machine-learning openbb python quantitative-finance stocks
Last synced: 28 Oct 2024
https://github.com/lutzroeder/Netron
Visualizer for neural network, deep learning and machine learning models
ai caffe coreml darknet deep-learning deeplearning keras machine-learning machinelearning ml neural-network onnx paddle pytorch tensorflow tensorflow-lite visualizer
Last synced: 26 Oct 2024
https://lutzroeder.github.io/netron
Visualizer for neural network, deep learning and machine learning models
ai caffe coreml darknet deep-learning deeplearning keras machine-learning machinelearning ml neural-network onnx paddle pytorch tensorflow tensorflow-lite visualizer
Last synced: 26 Oct 2024
https://github.com/dmlc/xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow
distributed-systems gbdt gbm gbrt machine-learning xgboost
Last synced: 16 Dec 2024
https://github.com/fastai/fastai
The fastai deep learning library
colab deep-learning fastai gpu machine-learning notebooks python pytorch
Last synced: 16 Dec 2024
https://github.com/iperov/deepfacelive
Real-time face swap for PC streaming or video calls
deepfake faceswap machine-learning real-time streaming videocall webcam
Last synced: 29 Sep 2024
https://github.com/openai/clip
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
deep-learning machine-learning
Last synced: 16 Dec 2024
https://github.com/OpenAI/CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
deep-learning machine-learning
Last synced: 28 Nov 2024
https://github.com/mozilla/deepspeech
DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
deep-learning deepspeech embedded machine-learning neural-networks offline on-device speech-recognition speech-to-text tensorflow
Last synced: 16 Dec 2024
https://github.com/ageron/handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
deep-learning deprecated distributed jupyter-notebook machine-learning ml neural-network python scikit-learn tensorflow
Last synced: 16 Dec 2024
https://github.com/openai/CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
deep-learning machine-learning
Last synced: 27 Oct 2024
https://github.com/roboflow/supervision
We write your reusable computer vision tools. 💜
classification coco computer-vision deep-learning hacktoberfest 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: 16 Dec 2024
https://github.com/okulbilisim/awesome-datascience
:memo: An awesome Data Science repository to learn and apply for real world problems.
analytics awesome-list data-mining data-science data-scientists data-visualization deep-learning hacktoberfest machine-learning science
Last synced: 16 Nov 2024
https://github.com/mozilla/DeepSpeech
DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
deep-learning deepspeech embedded machine-learning neural-networks offline on-device speech-recognition speech-to-text tensorflow
Last synced: 25 Oct 2024
https://github.com/mozilla/stt
DeepSpeech is an open source embedded (offline, on-device) speech-to-text engine which can run in real time on devices ranging from a Raspberry Pi 4 to high power GPU servers.
deep-learning deepspeech embedded machine-learning neural-networks offline on-device speech-recognition speech-to-text tensorflow
Last synced: 13 Oct 2024
https://github.com/d2l-ai/d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
book computer-vision data-science deep-learning gaussian-processes hyperparameter-optimization jax kaggle keras machine-learning mxnet natural-language-processing notebook python pytorch recommender-system reinforcement-learning tensorflow
Last synced: 16 Dec 2024
https://github.com/eriklindernoren/ml-from-scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
data-mining data-science deep-learning deep-reinforcement-learning genetic-algorithm machine-learning machine-learning-from-scratch
Last synced: 16 Dec 2024
https://github.com/eriklindernoren/ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
data-mining data-science deep-learning deep-reinforcement-learning genetic-algorithm machine-learning machine-learning-from-scratch
Last synced: 26 Oct 2024
https://github.com/datawhalechina/pumpkin-book
《机器学习》（西瓜书）公式详解
book machine-learning pumpkin-book
Last synced: 26 Nov 2024
https://github.com/mxgmn/wavefunctioncollapse
Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics
algorithm csharp gamedev machine-learning procedural-generation wfc
Last synced: 16 Dec 2024
https://github.com/modularml/mojo
The Mojo Programming Language
ai language machine-learning modular mojo programming-language
Last synced: 03 Dec 2024
https://github.com/mxgmn/WaveFunctionCollapse
Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics
algorithm csharp gamedev machine-learning procedural-generation wfc
Last synced: 25 Oct 2024
https://github.com/trekhleb/homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
algorithm jupyter jupyter-notebook machine-learning machine-learning-algorithms machinelearning python
Last synced: 17 Dec 2024
https://github.com/shap/shap
A game theoretic approach to explain the output of any machine learning model.
deep-learning explainability gradient-boosting interpretability machine-learning shap shapley
Last synced: 16 Dec 2024
https://github.com/jaidedai/easyocr
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
cnn crnn data-mining deep-learning easyocr image-processing information-retrieval lstm machine-learning ocr optical-character-recognition python pytorch scene-text scene-text-recognition
Last synced: 16 Dec 2024
https://github.com/JaidedAI/EasyOCR
Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
cnn crnn data-mining deep-learning easyocr image-processing information-retrieval lstm machine-learning ocr optical-character-recognition python pytorch scene-text scene-text-recognition
Last synced: 26 Oct 2024
https://github.com/sebastianruder/nlp-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
dialogue machine-learning machine-translation named-entity-recognition natural-language-processing nlp-tasks
Last synced: 16 Dec 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: 16 Dec 2024
https://github.com/sebastianruder/NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
dialogue machine-learning machine-translation named-entity-recognition natural-language-processing nlp-tasks
Last synced: 28 Oct 2024
https://github.com/paddlepaddle/paddle
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
deep-learning distributed-training efficiency machine-learning neural-network paddlepaddle python scalability
Last synced: 17 Dec 2024
