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ladder

Ladder network is a deep learning algorithm that combines supervised and unsupervised learning

machinelearning

This project contain some machine learning algrithm demo.Maybe the code is also useful to you.

memnn

Memory Networks implementations

models

Models built with TensorFlow

mosesdecoder

Moses, the machine translation system

mydraft

myhci3

neural_artistic_style

Neural Artistic Style in Python

neuraltalk2

Efficient Image Captioning code in Torch, runs on GPU

pm25

repository for pm25 forecast

ppg-bp

pr2016

pygat

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

pygconvat

qix

Machine Learning、Deep Learning、PostgreSQL、Distributed System、Node.Js、Golang

reinforce

simple reinforcement learning in Python

reinforcejs

Reinforcement Learning Agents in Javascript (Dynamic Programming, Temporal Difference, Deep Q-Learning, Stochastic/Deterministic Policy Gradients)

relation-network

rl_control

lang:ROS/Python/C++ Control for ROS-base robotics that applies reinforcement learning to solve Markov Decision Problems in continuous state and action

rl_reasoning

rllab

rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

rnn

Recurrent Neural Network library for Torch7's nn

rnn_pm25

Pm25 Predict Using RNN

starmap

Software for processing and analyzing STARmap experiments.

template-for-ucl-biochemical-engineering

textgan-pytorch

TextGAN is a PyTorch framework for Generative Adversarial Networks (GANs) based text generation models.

the-algorithm

Source code for Twitter's Recommendation Algorithm

theano_exercises

Exercises for my tutorials on Theano

theano_lstm

Nano size Theano LSTM module

transformers

Custom scFormer using 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.