iTransformer for long sequence price predict

Fast and flexible physics-based battery models in Python

we want to create a repo to illustrate usage of transformers in chinese

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cycle…

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

An educational resource to help anyone learn deep reinforcement learning.

强化学习中文教程，在线阅读地址：https://datawhalechina.github.io/easy-rl/

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

Python version of Gregory Plett's ESCtoolbox

Projects related to Energy Systems and Control covering Flight Path Optimization, Battery Modeling, State Estimation, Optimal Economic Dispatch of Distribution, Forecasting Electricity Power Consum…

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

Machine learning, in numpy

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

Projects and Quiz answers are provided for all the Courses in Algorithms to battery management systems including honours

A library of extension and helper modules for Python's data analysis and machine learning libraries.

nlp相关的一些论文及代码, 包括主题模型、词向量(Word Embedding)、命名实体识别(NER)、文本分类(Text Classificatin)、文本生成(Text Generation)、文本相似性(Text Similarity)计算等，涉及到各种与nlp相关的算法，基于keras和tensorflow。

word2vec, sentence2vec, machine reading comprehension, dialog system, text classification, pretrained language model (i.e., XLNet, BERT, ELMo, GPT), sequence labeling, information retrieval, inform…

There are plenty of courses and tutorials that can help you learn machine learning from scratch but here in GitHub, I want to solve some Kaggle competitions as a comprehensive workflow with python …

PRML algorithms implemented in Python

This is the curriculum for "Learn Computer Vision" by Siraj Raval on Youtube

Kaggle Pipeline

A Code-First Introduction to NLP course

all kinds of text classification models and more with deep learning

Survey of previous research and related works on machine learning (especially Deep Learning) in Japanese

Python toolkit for inspecting linked data knowledge models AKA ontologies or vocabularies.

数据结构和算法必知必会的50个代码实现

Data Structure and Algorithm notes. 数据结构与算法/leetcode/lintcode题解/