Adam's repositories
Inverted-index-BM25
手动实现Elasticsearch的倒排索引以及BM25算法
MachineLearningAlgorithmDerivation
机器学习常用算法推导
tensorflow_practice
tensorflow实战练习，包括强化学习、推荐系统、nlp等
DeepLearning
DeepLearningHighQualityPaper (most about NLP)
adaboost-implementation
Implementation of AdaBoost algorithm in Python
channel-estimate
there is matlab code for channel estimate with ls and dft and mmse
Cluster
聚类算法。实现Kmeans，DBSCAN以及谱聚类
Decision_Trees
ID3, C4.5, CART for Decision_Trees
DenseNet
This repository contains a PyTorch implementation of the paper Densely Connected Convolutional Networks trained on the MNIST dataset. The code is based on this excellent PyTorch example for training DenseNet.(https://github.com/pytorch/vision/blob/master/torchvision/models/densenet.py)
Doc2Vec-Document-Similarity
利用Doc2Vec计算文本相似度
ge2e-speaker-verification
Pytorch implementation of "Generalized End-to-End Loss for Speaker Verification"
generative-models
Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.
Heart-Disease-Prediction
The project involves training a machine learning model (K Neighbors Classifier) to predict whether someone is suffering from a heart disease with 87% accuracy.
IEMOCAP-datasets-preprocess
处理IEMOCAP数据集（提取语音特征、文本分词）
IEMOCAP-Emotion-Detection
Multi-modal Emotion detection from IEMOCAP on Speech, Text, Motion-Capture Data using Neural Nets.
keras
Deep Learning for humans
Multi-Label-Text-Classification
Tensorflow+bilstm+attention+multi label text classify
news-search-engine
新闻搜索引擎
NP_ML
A tool library of classical machine learning algorithms with only numpy.
nstools
Some meaningless nscripter tools.
OFDM_MATLAB
OFDM implementation in Matlab
storycrawler
一个可以爬童话故事到本地的网页小爬虫
techbot
A chatbot that gives information about various technologies
Text_Classification
文本分类：传统机器学习模型和深度学习模型
TX-WORD2VEC-SMALL
腾讯word2vec模型缩小版