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logistic_regression_newtons_method

This is the code for "Logistic Regression - The Math of Intelligence (Week 2)" By SIraj Raval on Youtube

models

Models built with TensorFlow

multitask-learning

多任务学习相关资料，论文，代码

nlp_chinese_corpus

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

node2vec

Implementation of the node2vec algorithm.

online-learning-perceptron

An online learning perceptron benchmark for Kaggle movie review competition

paper-reading

深度学习经典、新论文逐段精读

phd-thesis

Repository of my thesis "Understanding Random Forests"

pytorch_structure2vec

pytorch implementation of structure2vec (https://arxiv.org/abs/1603.05629)

quantaxis

QUANTAXIS 支持任务调度 分布式部署的 股票/期货/期权/港股/虚拟货币 数据/回测/模拟/交易/可视化/多账户 纯本地量化解决方案

reco-papers

Classic papers and resources on recommendation

recsys

计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估

rl-stock

📈 如何用深度强化学习自动炒股

rl_learn

我的强化学习笔记和学习材料:book: still updating ... ...

rlb-dp

Real-Time Bidding by Reinforcement Learning in Display Advertising

rlkit

Collection of reinforcement learning algorithms

rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

scikit-learn-doc-cn

scikit-learn机器学习库中文文档翻译项目

second_order_optimization_newtons_method

sgd-opt

A comparasion among different variant of gradient descent algorithm

sgdr

sirmodel_notebook

SIR model of infection - notebook for student exercises

soft-actor-critic-and-extensions

PyTorch implementation of Soft-Actor-Critic and Prioritized Experience Replay (PER) + Emphasizing Recent Experience (ERE) + Munchausen RL + D2RL and parallel Environments.

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

stock_market

struc2vec

This repository provides a reference implementation of struc2vec.

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

tensorflow-zh

谷歌全新开源人工智能系统TensorFlow官方文档中文版

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

tensorflowonspark

TensorFlowOnSpark brings TensorFlow programs onto Apache Spark clusters