Repository Index

Deep Learning for humans

• deep-learning
• tensorflow
• neural-networks
• machine-learning

We write your reusable computer vision tools. 💜

• computer-vision
• image-processing
• python
• yolo

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

• deep-learning
• machine-learning
• book
• notebook

Open standard for machine learning interoperability

• deep-learning
• deep-neural-networks
• neural-network
• onnx

Convert Machine Learning Code Between Frameworks

• python
• tensorflow
• pytorch
• numpy

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

• machine-learning
• experiment-track
• deep-learning
• keras

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

• chinese-bert
• tensorflow
• pytorch
• bert

Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.

• python
• ai
• data-science
• data-visualization

A Neural Net Training Interface on TensorFlow, with focus on speed + flexibility

• tensorflow
• deep-learning
• reinforcement-learning
• neural-networks

Translate darknet to tensorflow. Load trained weights, retrain/fine-tune using tensorflow, export constant graph def to mobile devices

• tensorflow
• graph
• darknet
• deep-learning

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.

• cntk
• visualization
• tensorflow
• model-converter

Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.

• keras
• deep-learning
• text-generation
• tensorflow

PennyLane is an open-source quantum software platform for quantum computing, quantum machine learning, and quantum chemistry. Create meaningful quantum algorithms, from inspiration to implementation.

• quantum
• machine-learning
• deep-learning
• neural-network

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

• reinforcement-learning
• tensorflow
• contextual-bandits
• bandits

Toolkit for Machine Learning, Natural Language Processing, and Text Generation, in TensorFlow. This is part of the CASL project: http://casl-project.ai/

• machine-learning
• natural-language-processing
• tensorflow
• deep-learning

Hyperparameter Experiments with TensorFlow and Keras

• deep-learning
• keras
• keras-tensorflow
• hyperparameter-optimization

Library for Fast and Flexible Human Pose Estimation

• tensorlayer
• tensorflow
• openpose
• pose-estimation

learn code with tensorflow

• tensorflow-experiments
• gan
• infogan
• deeplearning

OpenAI Gym environments for an open-source quadruped robot (SpotMicro)

• openai-gym
• openai-gym-environments
• robotics
• tensorflow

Upscale an image by a factor of 4, while generating photo-realistic details.

• computer-vision
• machine-learning
• ai
• neural-network

Pretrained model hub for Keras 3.

• deep-learning
• keras
• machine-learning
• nlp

PyTorch to Keras model convertor

• pytorch
• keras-model-convertor
• keras
• tensorflow

Generative Adversarial Text to Image Synthesis / Please Star -->

• tensorflow
• tensorlayer
• gan
• text-to-image

Engine for AI/ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.

• pandas
• pandas-summary
• dataframes
• data-science