7117 Open source projects that are alternatives of or similar to Ml Mipt

Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.

Quiz & Assignment of Coursera

Course materials for Introduction to Computational Literary Analysis, taught at UC Berkeley in Summer 2018, 2019, and 2020, and at Columbia University in Fall 2020.

This repo contains my coursework, assignments, and Slides for Natural Language Processing Specialization by deeplearning.ai on Coursera

Machine Learning notebooks for refreshing concepts.

General Assembly's 2015 Data Science course in Washington, DC

Quiz & Assignment of Coursera

KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)

This repository contains the code related to Natural Language Processing using python scripting language. All the codes are related to my book entitled "Python Natural Language Processing"

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

Recent Deep Learning papers in NLU and RL

我的强化学习笔记和学习材料📖 still updating ... ...

Reinforcement learning with A* and a deep heuristic

AI Research Platform for Reinforcement Learning from Real Panoramic Images.

Natural Language Toolkit for bahasa Malaysia, https://malaya.readthedocs.io/

An easy to use Natural Language Processing library and framework for predicting, training, fine-tuning, and serving up state-of-the-art NLP models.

Stock Trading Bot using Deep Q-Learning

PyTorch implementation of Soft Actor-Critic (SAC), Twin Delayed DDPG (TD3), Actor-Critic (AC/A2C), Proximal Policy Optimization (PPO), QT-Opt, PointNet..

Trading with recurrent actor-critic reinforcement learning

Debugging, monitoring and visualization for Python Machine Learning and Data Science

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

A course in reinforcement learning in the wild

Implementation of Meta-RL A3C algorithm

Multiple implementations for abstractive text summurization , using google colab

Collection of useful data science topics along with code and articles

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Reinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter Notebooks

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classification tasks. Contains code to easily train BERT, XLNet, RoBERTa, and XLM models for text classification.

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

RAD: Reinforcement Learning with Augmented Data

Implementation of a seq2seq model for summarization of textual data. Demonstrated on amazon reviews, github issues and news articles.

Tutorial: Natural Language Processing in Python

Applying Reinforcement Learning in Quantitative Trading

Accompanying code for Paperspace tutorial "Build an AI to play Dino Run"

DrQ: Data regularized Q

Grokking Deep Reinforcement Learning

Pythonで学ぶ強化学習 -入門から実践まで- サンプルコード

BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences

Neural question generation using transformers

NLP in Python with Deep Learning

Github repo with tutorials to fine tune transformers for diff NLP tasks

A curated list of awesome self-supervised methods

repository to research & share the machine learning articles

How to use TensorLayer

Statistics and accepted paper list of NLP conferences with arXiv link

lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.

Reinforcement Learning for Portfolio Management

Repo for the Deep Reinforcement Learning Nanodegree program

Trust Region Policy Optimization with TensorFlow and OpenAI Gym

Learning to trade under the reinforcement learning framework

A curated awesome list of AI Startups in India & Machine Learning Interview Guide. Feel free to contribute!

Code For Medium Article: "How To Create Natural Language Semantic Search for Arbitrary Objects With Deep Learning"

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

Course repo for Applied Natural Language Processing (Spring 2019)

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

Deep learning system course