mmlynarik Goto Github PK

2021-pydantic

a-pytorch-tutorial-to-sequence-labeling

Empower Sequence Labeling with Task-Aware Neural Language Model | a PyTorch Tutorial to Sequence Labeling

advanced-natural-language-processing-with-tensorflow-2

Advanced Natural Language Processing with TensorFlow 2, published by Packt

annotated_deep_learning_paper_implementations

🧑‍🏫 59 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, ... 🧠

awesome-public-datasets

A topic-centric list of HQ open datasets.

catboost-cxx

OSS implementation of Yandex CatBoost model applier

code

Example application code for the python architecture book

contextualized-topic-models

A python package to run contextualized topic modeling. CTMs combine contextualized embeddings (e.g., BERT) with topic models to get coherent topics. Published at EACL and ACL 2021.

data-lovers

A place to share our code, best practice, ask for help, fix, reviews etc.

django-api-domains

A pragmatic styleguide for Django API Projects

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fastapi-course

fastapi-plotly-dash

Sample application running a Dash app in a FastAPI server

fastapi-sqlmodel-alembic

Sample FastAPI project that uses async SQLAlchemy, SQLModel, Postgres, Alembic, and Docker.

imbalanced-dataset-sampler

A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

machine-learning-yearning

Machine Learning Yearning book by 🅰️𝓷𝓭𝓻𝓮𝔀 🆖

makemore

An autoregressive character-level language model for making more things

materials

Bonus materials, exercises, and example projects for our Python tutorials

mlprague-2022

mri

name-matching

Automated name matching

neuronsw

nexteria-workshop

nlp

nmt

TensorFlow Neural Machine Translation Tutorial

notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

orjson

Fast, correct Python JSON library supporting dataclasses, datetimes, and numpy

pbpython

Code, Notebooks and Examples from Practical Business Python

pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"

python

Python Machine Learning Codes