mdasadul

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

fastapi

FastAPI framework, high performance, easy to learn, fast to code, ready for production

Made-With-ML

Learn how to design, develop, deploy and iterate on production-grade ML applications.

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

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.

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

modin

Modin: Scale your Pandas workflows by changing a single line of code

pytesseract

A Python wrapper for Google Tesseract

gluonts

Probabilistic time series modeling in Python

grokking-the-object-oriented-design-interview

cuml

cuML - RAPIDS Machine Learning Library

youtube

codes for my streams and YT videos

MT-Reading-List

A machine translation reading list maintained by Tsinghua Natural Language Processing Group

tika

The Apache Tika toolkit detects and extracts metadata and text from over a thousand different file types (such as PPT, XLS, and PDF).

RapidFuzz

Rapid fuzzy string matching in Python using various string metrics

OpenNMT-tf

Neural machine translation and sequence learning using TensorFlow

hub

Submission to https://pytorch.org/hub/

spacy-transformers

🛸 Use pretrained transformers like BERT, XLNet and GPT-2 in spaCy

language-check

Python wrapper for LanguageTool grammar checker

DataScienceTools

Useful Data Science and Machine Learning Tools,Libraries and Packages

Deploy-BERT-for-Sentiment-Analysis-with-FastAPI

Deploy BERT for Sentiment Analysis as REST API using FastAPI, Transformers by Hugging Face and PyTorch

DetectorMorse

Fast supervised sentence boundary detection using the averaged perceptron

htmltreediff

Structure-aware diff for html and xml documents

python-ocr-example

The code for the blogpost A Python Approach to Character Recognition

query

geospatial queries used by the pelias api

evaluation

Data and scripts for our EMNLP 2015 paper: Grundkiewicz, Roman and Junczys-Dowmunt, Marcin and Gillian, Edward. Human Evaluation of Grammatical Error Correction Systems. Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing. 2015.

GEC-t2t

Grammar Error Correction Based on Tensor2Tensor

htmltreediff

Structure-aware diff for html and xml documents

mpi-correctness