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adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4

attention-is-all-you-need-keras

A Keras+TensorFlow Implementation of the Transformer: Attention Is All You Need

bert_tf2

Porting modeling.py of bert to tensorflow 2.0

deep-learning-with-tensorflow

Deep Learning with TensorFlow by Packt

deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

evolutionary-algorithm

Evolutionary Algorithm using Python

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fasttext

Library for fast text representation and classification.

gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

graph-attention-networks

Graph Attention Networks in Tensorflow 2.0

keras-attention-mechanism

Attention mechanism Implementation for Keras.

keras-gat

Keras implementation of the graph attention networks (GAT) by Veličković et al. (2017; https://arxiv.org/abs/1710.10903)

machine-learning-yearning-cn

吴恩达《Machine Learning Yearning》的中英文版（更新中）：第1~第22章

models

Models and examples built with TensorFlow

py-ga-vrptw

A Python Implementation of a Genetic Algorithm-based Solution to Vehicle Routing Problem with Time Windows

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-with-tensorflow

Reinforcement learning tutorials

scikit-learn

scikit-learn: machine learning in Python

stock-rnn

Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.

super_tml

PyTorch implementation of SuperTML: Two-Dimensional Word Embedding for the Precognition on Structured Tabular Data paper

tensorflow-tutorial

Tensorflow tutorial from basic to hard

tensorflowbook

test-ant

tf-estimator-tutorials

This repository includes tutorials on how to use the TensorFlow estimator APIs to perform various ML tasks, in a systematic and standardised way

the-craft-of-selfteaching

One has no future if one couldn't teach themself.

transferlearning

Everything about Transfer Learning and Domain Adaptation--迁移学习

tutorials

机器学习相关教程

word-rnn-tensorflow

Multi-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow.