Repository Index

Open Machine Learning Course

• machine-learning
• data-analysis
• data-science
• pandas

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`

• data-science
• machine-learning-production
• mlops

🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading

• bloom
• deep-learning
• distributed-systems
• language-models

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

• wandb
• reinforcement-learning
• pytorch
• python

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

• deep-learning
• mit
• self-driving-cars
• deep-reinforcement-learning

Translated:zap: Machine Learning in Action (Python3): kNN, decision tree, Bayes, logistic regression, SVM, linear regression, tree regression

• adaboost
• logistic
• svm
• smo

Build, Manage and Deploy AI/ML Systems

• machine-learning
• model-management
• ai
• ml

Techniques for deep learning with satellite & aerial imagery

• deep-learning
• deep-neural-networks
• satellite-imagery
• pytorch

A 2.78-trillion-parameter Kimi K3 running inference on a single CPU in 8.24 GB of RAM. Portable C99: no BLAS, no framework, no GPU.

• avx2
• c99
• cpu-inference
• deep-learning

Data science interview questions and answers

• data-science
• machine-learning
• interview-questions
• data-science-interviews

A resource repository for 3D machine learning

• 3d-reconstruction
• papers
• neural-networks
• 3d

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

• cookiecutter-data-science
• cookiecutter
• cookiecutter-template
• data-science

A unified framework for machine learning with time series

• time-series
• machine-learning
• scikit-learn
• time-series-classification

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

• machine-learning
• python
• data-science
• automl

Bindu: The identity, communication, and payments layer for AI agents.

• agent-communication
• autonomous-agents
• agent-orchestration
• a2a

TensorFlow-based neural network library

• machine-learning
• artificial-intelligence
• neural-networks
• deep-learning

Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.

• data-science
• python
• machine-learning
• pycaret

A python library for user-friendly forecasting and anomaly detection on time series.

• python
• time-series
• forecasting
• machine-learning

Deep learning library featuring a higher-level API for TensorFlow.

• tflearn
• tensorflow
• neural-network
• deep-learning

ML.NET is an open source and cross-platform machine learning framework for .NET.

• machine-learning
• algorithms
• dotnet
• ml

AutoML library for deep learning

• automl
• neural-architecture-search
• automated-machine-learning
• python

TensorFlow Tutorials with YouTube Videos

• tensorflow
• deep-learning
• machine-learning
• reinforcement-learning

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

• machine-learning
• decision-trees
• gradient-boosting
• gbm

Learning Convolutional Neural Networks with Interactive Visualization.

• deep-learning
• visualization
• interactive-visualizations
• visual-learning