jkhlot

AdamW-pytorch

Implementation and experiment for AdamW on pytorch

adamwr

Implements https://arxiv.org/abs/1711.05101 AdamW optimizer and cosine learning rate scheduler for PyTorch framework

AMSGradpytorch

Experiments on AMSGrad

Attention-CNN-work

attention-networks-for-classification

Hierarchical Attention Networks for Document Classification in PyTorch

Attention_based-CNN-LSTM-for-sentence-classification

keras结合Attention机制用CNN和LSTM进行句子分类

Awesome-Chatbot

Awesome Chatbot Projects,Corpus,Papers,Tutorials.

Awesome-Chinese-NLP

A curated list of resources for NLP (Natural Language Processing) for Chinese 中文自然语言处理相关资料

Interesting-Factors

Here are some interesting factors found in some research reports, keep updating

PyTorchZeroToAll

Simple PyTorch Tutorials Zero to ALL!

jkhlot/adamwr

Implements https://arxiv.org/abs/1711.05101 AdamW optimizer and cosine learning rate scheduler for PyTorch framework

jkhlot/DeepMoji

State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.

jkhlot/early-stopping-pytorch

Early stopping for PyTorch

jkhlot/kaggle-HPA

Kaggle Human Protein Atlas Image Classification 73th solution

jkhlot/TextClassificationBenchmark

A Benchmark of Text Classification in PyTorch

jkhlot/trellisnet

Trellis Networks for Sequence Modeling

jkhlot/AI-Comp

AI-Challenger Baseline 细粒度用户评论情感分析

jkhlot/attention-is-all-you-need-keras

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

jkhlot/awd-lstm-lm

LSTM and QRNN Language Model Toolkit for PyTorch

jkhlot/basenet

Pytorch NN helpers

jkhlot/bpemb

Pre-trained subword embeddings in 275 languages, based on Byte-Pair Encoding (BPE)

jkhlot/CCF-BDCI-Sentiment-Analysis-Baseline

The code for CCF-BDCI-Sentiment-Analysis-Baseline

jkhlot/deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

jkhlot/DPCNN

Deep Pyramid Convolutional Neural Networks for Text Categorization in PyTorch

jkhlot/homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

jkhlot/Kaggle_Competition_Treasure

Describe past Kaggle solutions

jkhlot/keras-bert

A simple technique to integrate BERT from tf hub to keras

jkhlot/LeetCode

:pencil2: LeetCode solutions in C++ 11 and Python3

jkhlot/lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

jkhlot/ML-DL-scripts

The repository provides usefull python scripts for ML and data analysis

jkhlot/NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

jkhlot/nlp_overview

Overview of Modern Deep Learning Techniques Applied to Natural Language Processing

jkhlot/open-solution-toxic-comments

Open solution to the Toxic Comment Classification Challenge

jkhlot/Self-Attentive-tensorflow

Tensorflow implementation of "A Structured Self-Attentive Sentence Embedding"

jkhlot/stockpredictionai

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.

jkhlot/TensorFlow-Course

Simple and ready-to-use tutorials for TensorFlow

jkhlot/Text-Classification

Implementation of papers for text classification task on DBpedia

jkhlot/Text-Similarity

Text-Similarity Method in Pytorch

jkhlot/ulm-basenet

Implementation of ULMFit algorithm for text classification via transfer learning

jkhlot/wenzheng

ai challenger 2018细粒度情感分类第一名解决方案,统一使用tensorflow和pytorch的一个框架