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/alexlenail/NN-SVG
Publication-ready NN-architecture schematics.
d3 deep-learning diagrams drawing machine-learning neural-network svg threejs
Last synced: 31 Jul 2024
https://github.com/BinRoot/TensorFlow-Book
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
autoencoder book classification clustering convolutional-neural-networks linear-regression logistic-regression machine-learning regression reinforcement-learning tensorflow
Last synced: 31 Jul 2024
https://github.com/accord-net/framework
Machine learning, computer vision, statistics and general scientific computing for .NET
c-sharp computer-vision ffmpeg framework image-processing machine-learning neural-network nuget statistics support-vector-machines unity3d visual-studio
Last synced: 31 Jul 2024
https://github.com/BoltzmannEntropy/interviews.ai
It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.
artificial-intelligence autograd bayesian-statistics convolutional-neural-networks data-science deep-learning ensemble-learning feature-extraction graduate-school information-theory interview-preparation jax jobs logistic-regression loss-functions machine-learning python pytorch pytorch-tutorial
Last synced: 31 Jul 2024
https://github.com/rasbt/python-machine-learning-book-3rd-edition
The "Python Machine Learning (3rd edition)" book code repository
deep-learning machine-learning scikit-learn tensorflow
Last synced: 31 Jul 2024
https://github.com/FluxML/Flux.jl
Relax! Flux is the ML library that doesn't make you tensor
data-science deep-learning flux machine-learning neural-networks the-human-brain
Last synced: 31 Jul 2024
https://github.com/carperai/trlx
A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)
machine-learning pytorch reinforcement-learning
Last synced: 01 Aug 2024
https://github.com/janhuenermann/neurojs
A JavaScript deep learning and reinforcement learning library.
deep-learning javascript machine-learning neural-network reinforcement-learning self-driving-car
Last synced: 31 Jul 2024
https://github.com/CarperAI/trlx
A repo for distributed training of language models with Reinforcement Learning via Human Feedback (RLHF)
machine-learning pytorch reinforcement-learning
Last synced: 30 Jul 2024
https://github.com/dotnet/machinelearning-samples
Samples for ML.NET, an open source and cross-platform machine learning framework for .NET.
algorithms csharp dotnet machine-learning ml
Last synced: 01 Aug 2024
https://github.com/makcedward/nlpaug
Data augmentation for NLP
adversarial-attacks adversarial-example ai artificial-intelligence augmentation data-science machine-learning ml natural-language-processing nlp
Last synced: 01 Aug 2024
https://github.com/nateraw/stable-diffusion-videos
Create 🔥 videos with Stable Diffusion by exploring the latent space and morphing between text prompts
ai-art huggingface huggingface-diffusers machine-learning stable-diffusion
Last synced: 31 Jul 2024
https://github.com/MorvanZhou/Tensorflow-Tutorial
Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
autoencoder classification cnn deep-q-network dqn dropout gan generative-adversarial-network machine-learning neural-network regression rnn tensorflow tensorflow-tutorials tutorial
Last synced: 02 Aug 2024
https://github.com/esimov/pigo
Fast face detection, pupil/eyes localization and facial landmark points detection library in pure Go.
computer-vision eye-detection face-detection facial-landmarks golang machine-learning opencv pixel-intensity-comparison pupil-detection wasm webassembly
Last synced: 30 Jul 2024
https://github.com/SeldonIO/seldon-core
An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models
aiops deployment kubernetes machine-learning machine-learning-operations mlops production-machine-learning serving
Last synced: 31 Jul 2024
https://github.com/awslabs/gluonts
Probabilistic time series modeling in Python
artificial-intelligence aws data-science deep-learning forecasting machine-learning mxnet neural-networks pytorch sagemaker time-series time-series-forecasting time-series-prediction timeseries torch
Last synced: 30 Jul 2024
https://github.com/awslabs/gluon-ts
Probabilistic time series modeling in Python
artificial-intelligence aws data-science deep-learning forecasting machine-learning mxnet neural-networks pytorch sagemaker time-series time-series-forecasting time-series-prediction timeseries torch
Last synced: 05 Aug 2024
https://github.com/apple/coremltools
Core ML tools contain supporting tools for Core ML model conversion, editing, and validation.
coreml coremltools machine-learning model-conversion model-converter pytorch tensorflow
Last synced: 31 Jul 2024
https://github.com/zotroneneis/machine_learning_basics
Plain python implementations of basic machine learning algorithms
algorithm ipynb k-nearest-neighbor k-nearest-neighbours k-nn kmeans linear-regression logistic-regression machine-learning machine-learning-algorithms neural-network neural-networks perceptron python python-implementations python3
Last synced: 31 Jul 2024
https://github.com/trigaten/learn_prompting
Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community
chatgpt chatgpt-api deep-learning gpt-3 gpt-4 gpt-4-api gpt3 large-language-models llm machine-learning nlp openai-api prompt-engineering prompt-toolkit prompt-tuning prompting transformers
Last synced: 02 Aug 2024
https://github.com/JWarmenhoven/ISLR-python
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
islr islr-python machine-learning predictive-modeling statistical-learning
Last synced: 30 Jul 2024
https://github.com/alirezadir/Production-Level-Deep-Learning
A guideline for building practical production-level deep learning systems to be deployed in real world applications.
ai artificial-intelligence deep-learning deployment kubeflow machine-learning pipeline practical-machine-learning production-system scalable-applications system-design tfx
Last synced: 01 Aug 2024
https://github.com/IDSIA/sacred
Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.
infrastructure machine-learning mongodb python reproducibility reproducible-research reproducible-science
Last synced: 01 Aug 2024
https://github.com/districtdatalabs/yellowbrick
Visual analysis and diagnostic tools to facilitate machine learning model selection.
anaconda estimator machine-learning matplotlib model-selection python scikit-learn visual-analysis visualization visualizer
Last synced: 02 Aug 2024
https://github.com/DistrictDataLabs/yellowbrick
Visual analysis and diagnostic tools to facilitate machine learning model selection.
anaconda estimator machine-learning matplotlib model-selection python scikit-learn visual-analysis visualization visualizer
Last synced: 30 Jul 2024
https://github.com/vicky002/AlgoWiki
Repository which contains links and resources on different topics of Computer Science.
algorithm artificial-intelligence competitive-programming computer-science html knowledge linux machine-learning
Last synced: 30 Jul 2024
https://github.com/trigaten/Learn_Prompting
Prompt Engineering, Generative AI, and LLM Guide by Learn Prompting | Join our discord for the largest Prompt Engineering learning community
chatgpt chatgpt-api deep-learning gpt-3 gpt-4 gpt-4-api gpt3 large-language-models llm machine-learning nlp openai-api prompt-engineering prompt-toolkit prompt-tuning prompting transformers
Last synced: 31 Jul 2024
https://github.com/fluxcapacitor/pipeline
PipelineAI
airflow artificial-intelligence cassandra docker gpu kafka keras kubeflow kubernetes machine-learning neural-network pipelineai pytorch redis scikit-learn spark tensorflow tfx
Last synced: 06 Sep 2024
https://github.com/PipelineAI/pipeline
PipelineAI
airflow artificial-intelligence cassandra docker gpu kafka keras kubeflow kubernetes machine-learning neural-network pipelineai pytorch redis scikit-learn spark tensorflow tfx
Last synced: 31 Jul 2024
https://github.com/dair-ai/Mathematics-for-ML
🧮 A collection of resources to learn mathematics for machine learning
ai deep-learning machine-learning mathematics ml
Last synced: 31 Jul 2024
https://github.com/tensorflow/datasets
TFDS is a collection of datasets ready to use with TensorFlow, Jax, ...
data dataset datasets jax machine-learning numpy tensorflow
Last synced: 30 Jul 2024
https://github.com/thoughtfuldev/eagleeye
Stalk your Friends. Find their Instagram, FB and Twitter Profiles using Image Recognition and Reverse Image Search.
face-recognition machine-learning python3 social-media stalking
Last synced: 01 Aug 2024
https://github.com/KaiyangZhou/deep-person-reid
Torchreid: Deep learning person re-identification in PyTorch.
computer-vision cross-domain deep-learning deep-neural-networks image-retrieval machine-learning metric-learning person-reid person-reidentification pytorch re-ranking
Last synced: 07 Aug 2024
https://github.com/wzhe06/Ad-papers
Papers on Computational Advertising
advertising computational-advertising ctr-prediction deep-learning machine-learning papers recommender-system
Last synced: 31 Jul 2024
https://github.com/tensorflow/probability
Probabilistic reasoning and statistical analysis in TensorFlow
bayesian-methods data-science deep-learning machine-learning neural-networks probabilistic-programming statistics tensorflow
Last synced: 30 Jul 2024
https://github.com/andri27-ts/Reinforcement-Learning
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
a2c artificial-intelligence deep-learning deep-reinforcement-learning deepmind dqn evolution-strategies machine-learning policy-gradients ppo qlearning reinforcement-learning
Last synced: 31 Jul 2024
https://github.com/louisfb01/start-machine-learning
A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2024 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!
artificial-intelligence cheat-sheets course coursera coursera-machine-learning data-science deep-learning learn-to-code learning learning-python linear-algebra machine-learning neural-networks practice probability-statistics read-articles tutorial tutorials youtube youtube-playlist
Last synced: 31 Jul 2024
https://github.com/NVIDIA/DIGITS
Deep Learning GPU Training System
caffe deep-learning gpu machine-learning torch
Last synced: 30 Jul 2024
https://github.com/hill-a/stable-baselines
A fork of OpenAI Baselines, implementations of reinforcement learning algorithms
baselines data-science gym machine-learning openai python reinforcement-learning reinforcement-learning-algorithms toolbox
Last synced: 31 Jul 2024
https://github.com/rasbt/pattern_classification
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
machine-learning machine-learning-algorithms pattern-classification
Last synced: 31 Jul 2024
https://github.com/marqo-ai/marqo
Unified embedding generation and search engine. Also available on cloud - cloud.marqo.ai
chatgpt clip deep-learning gpt hacktoberfest hnsw information-retrieval knn large-language-models machine-learning machinelearning multi-modal natural-language-processing search-engine semantic-search tensor-search transformers vector-search vision-language visual-search
Last synced: 30 Jul 2024
https://github.com/pytorch/serve
Serve, optimize and scale PyTorch models in production
cpu deep-learning docker gpu kubernetes machine-learning metrics mlops optimization pytorch serving
Last synced: 01 Aug 2024
https://github.com/google-deepmind/learning-to-learn
Learning to Learn in TensorFlow
artificial-intelligence deep-learning machine-learning neural-networks
Last synced: 01 Aug 2024
https://github.com/LaurentMazare/tch-rs
Rust bindings for the C++ api of PyTorch.
deep-learning machine-learning neural-network pytorch rust
Last synced: 31 Jul 2024
https://github.com/FedML-AI/FedML
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-premise cluster. Built on this library, FEDML Nexus AI (https://fedml.ai) is your generative AI platform at scale.
ai-agent deep-learning distributed-training edge-ai federated-learning inference-engine machine-learning mlops model-deployment model-serving on-device-training
Last synced: 01 Aug 2024
https://github.com/ThoughtfulDev/EagleEye
Stalk your Friends. Find their Instagram, FB and Twitter Profiles using Image Recognition and Reverse Image Search.
face-recognition machine-learning python3 social-media stalking
Last synced: 31 Jul 2024
https://github.com/polakowo/vectorbt
Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
algorithmic-trading algorithmic-traiding backtesting cryptocurrency data-science data-visualization finance machine-learning portfolio-optimization quantitative-analysis quantitative-finance time-series trading trading-strategies
Last synced: 31 Jul 2024
https://github.com/deepjavalibrary/djl
An Engine-Agnostic Deep Learning Framework in Java
ai autograd deep-learning deep-neural-networks djl java machine-learning ml mxnet neural-network onnxruntime pytorch tensorflow
Last synced: 31 Jul 2024
https://github.com/orchest/orchest
Build data pipelines, the easy way 🛠️
airflow cloud dag data-pipelines data-science deployment docker etl etl-pipeline ide jupyter jupyterlab kubernetes machine-learning notebooks orchest pipelines python self-hosted
Last synced: 01 Aug 2024
https://github.com/alirezadir/Machine-Learning-Interviews
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
ai deep-learning interview interview-practice interview-preparation interviews machine-learning machine-learning-algorithms scalable-applications system-design
Last synced: 31 Jul 2024
https://github.com/thunlp/PromptPapers
Must-read papers on prompt-based tuning for pre-trained language models.
ai bert machine-learning nlp pre-trained-language-models prompt prompt-based prompt-learning prompt-toolkit
Last synced: 01 Aug 2024
https://github.com/khuyentran1401/Data-science
Collection of useful data science topics along with articles, videos, and code
articles artificial-intelligence data-analysis data-science data-visualization machine-learning natural-language-processing python scraping time-series
Last synced: 31 Jul 2024
https://github.com/xviniette/FlappyLearning
Program learning to play Flappy Bird by machine learning (Neuroevolution)
flappybird machine-learning neuroevolution
Last synced: 01 Aug 2024
https://github.com/volcano-sh/volcano
A Cloud Native Batch System (Project under CNCF)
batch-systems bigdata gene golang hpc kubernetes machine-learning
Last synced: 31 Jul 2024
https://github.com/Azure/MachineLearningNotebooks
Python notebooks with ML and deep learning examples with Azure Machine Learning Python SDK | Microsoft
azure azure-machine-learning azure-ml azureml data-science deep-learning machine-learning notebook
Last synced: 31 Jul 2024
https://github.com/Kanaries/Rath
Next generation of automated data exploratory analysis and visualization platform.
augmented-analytics automated-data-analysis automated-visualization autovis causal-discovery causal-inference causality data-analysis data-exploration data-visualization datamining eda k6s kanaries machine-learning tableau tableau-alternative visualization
Last synced: 01 Aug 2024
https://github.com/openvenues/libpostal
A C library for parsing/normalizing street addresses around the world. Powered by statistical NLP and open geo data.
address address-parser c deduping deduplication international machine-learning natural-language-processing nlp record-linkage
Last synced: 30 Jul 2024
https://github.com/faridrashidi/kaggle-solutions
🏅 Collection of Kaggle Solutions and Ideas 🏅
awesome competition data-mining data-science kaggle machine-learning solutions
Last synced: 31 Jul 2024
https://github.com/iterative/cml
♾️ CML - Continuous Machine Learning | CI/CD for ML
bitbucket-pipelines ci ci-cd cicd cli continuous-delivery continuous-integration data-science developer-tools github-actions gitlab-ci hacktoberfest machine-learning
Last synced: 30 Jul 2024
https://github.com/xorbitsai/inference
Replace OpenAI GPT with another LLM in your app by changing a single line of code. Xinference gives you the freedom to use any LLM you need. With Xinference, you're empowered to run inference with any open-source language models, speech recognition models, and multimodal models, whether in the cloud, on-premises, or even on your laptop.
artificial-intelligence chatglm deployment flan-t5 gemma ggml glm4 inference llama llama3 llamacpp llm machine-learning mistral openai-api pytorch qwen vllm whisper wizardlm
Last synced: 31 Jul 2024
https://github.com/marimo-team/marimo
A reactive notebook for Python — run reproducible experiments, execute as a script, deploy as an app, and version with git.
artificial-intelligence data-science data-visualization developer-tools machine-learning notebooks pipeline python reactive web-app
Last synced: 31 Jul 2024
https://github.com/rapidsai/cuml
cuML - RAPIDS Machine Learning Library
cuda gpu machine-learning machine-learning-algorithms nvidia
Last synced: 31 Jul 2024
https://github.com/snipsco/snips-nlu
Snips Python library to extract meaning from text
bot chatbot information-extraction intent-classification intent-parser machine-learning machine-learning-library ml named-entity-recognition ner nlp nlu python slot-filling snips text-classification
Last synced: 31 Jul 2024
https://github.com/arXivTimes/arXivTimes
repository to research & share the machine learning articles
arxivtimes computer-vision machine-learning natural-language-processing reinforcement-learning
Last synced: 01 Aug 2024
https://github.com/yahoo/TensorFlowOnSpark
TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.
cluster featured machine-learning python scala spark tensorflow yahoo
Last synced: 31 Jul 2024
https://github.com/googlecreativelab/teachable-machine-v1
Explore how machine learning works, live in the browser. No coding required.
machine-learning teachable-machine
Last synced: 30 Jul 2024
https://github.com/ravenscroftj/turbopilot
Turbopilot is an open source large-language-model based code completion engine that runs locally on CPU
code-completion cpp language-model machine-learning
Last synced: 30 Jul 2024
https://github.com/microsoft/FLAML
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
automated-machine-learning automl classification data-science deep-learning finetuning hyperparam hyperparameter-optimization jupyter-notebook machine-learning natural-language-generation natural-language-processing python random-forest regression scikit-learn tabular-data timeseries-forecasting tuning
Last synced: 31 Jul 2024
https://github.com/hudson-and-thames/mlfinlab
MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.
algorithmic-trading finance financial-machine-learning investing machine-learning portfolio-management portfolio-optimization python quantitative-finance research trading
Last synced: 31 Jul 2024
https://github.com/gopherdata/gophernotes
The Go kernel for Jupyter notebooks and nteract.
artificial-intelligence data-science go golang gophernotes jupyter jupyter-notebook kernel machine-learning nteract numerical-methods zeromq
Last synced: 31 Jul 2024
https://github.com/ourownstory/neural_prophet
NeuralProphet: A simple forecasting package
artificial-intelligence autoregression deep-learning fbprophet forecast forecasting forecasting-algorithm forecasting-model machine-learning neural neural-network neuralprophet prediction prophet python pytorch seasonality time-series timeseries trend
Last synced: 02 Aug 2024
https://github.com/apachecn/hands-on-ml-zh
:book: [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题,网站已下线!!】
book deep-learning machine-learning python sklearn tensorflow
Last synced: 01 Aug 2024
https://github.com/openmlsys/openmlsys-zh
《Machine Learning Systems: Design and Implementation》- Chinese Version
computer-systems machine-learning software-architecture textbook
Last synced: 31 Jul 2024
https://github.com/TarrySingh/Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
artificial-intelligence aws capsule-network convolutional-neural-networks deep-learning ipython-notebook kaggle keras lua machine-learning matplotlib neural-network pandas python python-data pytorch scikit-learn tensorflow tensorflow-tutorials torch
Last synced: 01 Aug 2024
https://github.com/argilla-io/argilla
Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets
active-learning ai annotation-tool developer-tools gpt-4 human-in-the-loop langchain llm machine-learning mlops natural-language-processing nlp rlhf text-annotation text-labeling weak-supervision weakly-supervised-learning
Last synced: 30 Jul 2024
https://github.com/lucidrains/stylegan2-pytorch
Simplest working implementation of Stylegan2, state of the art generative adversarial network, in Pytorch. Enabling everyone to experience disentanglement
artificial-intelligence generative-adversarial-network generative-model machine-learning pytorch
Last synced: 01 Aug 2024
https://github.com/jdb78/pytorch-forecasting
Time series forecasting with PyTorch
ai artifical-intelligense data-science deep-learning forecasting gpu machine-learning neural-networks pandas python pytorch pytorch-lightning temporal timeseries timeseries-forecasting uncertainty
Last synced: 01 Aug 2024
https://github.com/olivia-ai/olivia
💁♀️Your new best friend powered by an artificial neural network
ai artificial-intelligence assistant backend chatbot deep-learning go golang machine-learning natural-language-processing neural-network olivia translations voice-assistant
Last synced: 30 Jul 2024
https://github.com/zenml-io/zenml
ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
ai automl data-science deep-learning devops-tools hacktoberfest llm llmops machine-learning metadata-tracking ml mlops pipelines production-ready pytorch tensorflow workflow zenml
Last synced: 01 Aug 2024
https://github.com/justmarkham/scikit-learn-videos
Jupyter notebooks from the scikit-learn video series
data-science jupyter-notebook machine-learning python scikit-learn tutorial
Last synced: 01 Aug 2024
https://github.com/Nixtla/statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
arima automl baselines data-science econometrics ets exponential-smoothing fbprophet forecasting machine-learning mstl naive neuralprophet predictions prophet python seasonal-naive statistics theta time-series
Last synced: 31 Jul 2024
https://github.com/obss/sahi
Framework agnostic sliced/tiled inference + interactive ui + error analysis plots
coco computer-vision deep-learning detectron2 explainable-ai fiftyone huggingface instance-segmentation large-image machine-learning merge mmdetection object-detection python pytorch remote-sensing satellite small-object-detection tiling yolov5
Last synced: 30 Jul 2024
https://github.com/bytedance/byteps
A high performance and generic framework for distributed DNN training
deep-learning distributed-training keras machine-learning mxnet pytorch tensorflow
Last synced: 01 Aug 2024
https://github.com/vijishmadhavan/ArtLine
A Deep Learning based project for creating line art portraits.
ai art-portraits colab creative-coding deep-learning generative-art machine-learning movie-poster nogan nogan-training portraits
Last synced: 30 Jul 2024
https://github.com/py-why/EconML
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.
causal-inference causality econometrics economics machine-learning treatment-effects
Last synced: 31 Jul 2024
https://github.com/microsoft/EconML
ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.
causal-inference causality econometrics economics machine-learning treatment-effects
Last synced: 31 Jul 2024
https://github.com/deepmind/dm_control
Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
artificial-intelligence deep-learning machine-learning mujoco neural-networks physics-simulation reinforcement-learning
Last synced: 01 Aug 2024
https://github.com/google-deepmind/dm_control
Google DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.
artificial-intelligence deep-learning machine-learning mujoco neural-networks physics-simulation reinforcement-learning
Last synced: 01 Aug 2024
https://github.com/luodian/otter
🦦 Otter, a multi-modal model based on OpenFlamingo (open-sourced version of DeepMind's Flamingo), trained on MIMIC-IT and showcasing improved instruction-following and in-context learning ability.
artificial-inteligence chatgpt deep-learning embodied-ai foundation-models gpt-4 instruction-tuning large-scale-models machine-learning multi-modality visual-language-learning
Last synced: 02 Aug 2024
https://github.com/rust-ml/linfa
A Rust machine learning framework.
algorithms machine-learning rust scientific-computing
Last synced: 31 Jul 2024
https://github.com/Luodian/Otter
🦦 Otter, a multi-modal model based on OpenFlamingo (open-sourced version of DeepMind's Flamingo), trained on MIMIC-IT and showcasing improved instruction-following and in-context learning ability.
artificial-inteligence chatgpt deep-learning embodied-ai foundation-models gpt-4 instruction-tuning large-scale-models machine-learning multi-modality visual-language-learning
Last synced: 29 Jul 2024
https://github.com/hemansnation/God-Level-AI
A collection of scientific methods, processes, algorithms, and systems to build stories & models.
computer-vision data-engineering data-science data-structures-and-algorithms data-system-design data-visualization datastructures deep-learning machine-learning matplotlib mlops natural-language-processing numpy pandas python pytorch scikit-learn statistics tableau
Last synced: 31 Jul 2024
https://github.com/alibaba/Alink
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
apriori classification clustering data-mining feature-engineering flink flink-machine-learning flink-ml fm graph-algorithms graph-embedding kafka machine-learning recommender recommender-system regression statistics word2vec xgboost
Last synced: 30 Jul 2024
https://github.com/podgorskiy/ALAE
[CVPR2020] Adversarial Latent Autoencoders
alae autoencoder celeba celeba-hq computer-vision cvpr2020 deep-learning face-generation ffhq gan generative-adversarial-network generative-model machine-learning neural-network paper paper-implementations python pytorch pytorch-implementation stylegan
Last synced: 07 Aug 2024
https://github.com/jtablesaw/tablesaw
Java dataframe and visualization library
chart data-analysis data-frame data-science data-visualization dataframe high-performance java java-dataframe machine-learning plotly plotting statistical-analysis statistics visualization
Last synced: 01 Aug 2024
https://github.com/benfred/implicit
Fast Python Collaborative Filtering for Implicit Feedback Datasets
collaborative-filtering machine-learning matrix-factorization recommendation recommendation-system recommender-system
Last synced: 31 Jul 2024
https://github.com/polyaxon/polyaxon
MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
artificial-intelligence caffe data-science deep-learning hyperparameter-optimization jupyter jupyterlab k8s keras kubernetes machine-learning ml mlops mxnet notebook pipelines pytorch reinforcement-learning tensorflow workflow
Last synced: 31 Jul 2024
https://github.com/tensorflow/adanet
Fast and flexible AutoML with learning guarantees.
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https://github.com/kubeflow/pipelines
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https://github.com/Sophia-11/Machine-Learning-Notes
周志华《机器学习》手推笔记
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Last synced: 01 Aug 2024