DerryD

MMDW

Max-margin DeepWalk

LinearSVMClassification

Forest cover type classification/detection using linear support vector machine implemented with gradient descent (from scratch)

ml-python

Some machine learning algorithms implemented in python.

MachineLearning

Machine learning algorithms implemented by pure numpy

deepwalk

DeepWalk - Deep Learning for Graphs

SVM-w-SMO

Simple implementation of a Support Vector Machine using the Sequential Minimal Optimization (SMO) algorithm for training.

GBDT

A simple GBDT in Python

machine-learning-books

book

SVM-python

Implemented SVM in Python. In particular, the SMO algorithm is implemented.

lstm

Minimal, clean example of lstm neural network training in python, for learning purposes.

topical_word_embeddings

A demo code for topical word embedding

cs231n

cs231n assignments sovled by https://ghli.org

generative-adversarial-networks

Introduction to generative adversarial networks, with code to accompany the O'Reilly tutorial on GANs

text_classification

all kinds of text classification models and more with deep learning

DeepLearningCourseCodes

nmt

TensorFlow Neural Machine Translation Tutorial

ItChat

A complete and graceful API for Wechat. 微信个人号接口、微信机器人及命令行微信，三十行即可自定义个人号机器人。

stanford-tensorflow-tutorials

This repository contains code examples for the Stanford's course: TensorFlow for Deep Learning Research.

tf_chatbot_seq2seq_antilm

Seq2seq chatbot with attention and anti-language model to suppress generic response, option for further improve by deep reinforcement learning.

tensorflow-shakespeare

Neural machine translation between the writings of Shakespeare and modern English using TensorFlow

practical_seq2seq

A simple, minimal wrapper for tensorflow's seq2seq module, for experimenting with datasets rapidly

DeepQA

My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot

chatbot-retrieval

Dual LSTM Encoder for Dialog Response Generation

tensorflow-seq2seq-tutorials

Dynamic seq2seq in TensorFlow, step by step

ChatBotCourse

自己动手做聊天机器人教程

chatbot-zh-torch7

中文Neural conversational model in Torch

chatbot-rnn

A toy chatbot powered by deep learning and trained on data from Reddit

LSH_DeepLearning

Scalable and Sustainable Deep Learning via Randomized Hashing

tensorflow-speech-recognition

🎙Speech recognition using the tensorflow deep learning framework, sequence-to-sequence neural networks

tensorflow_speech_recognition_demo

This is the code for 'How to Make a Simple Tensorflow Speech Recognizer' by @Sirajology on Youtube