Saurabh Rai's repositories
Front-End-Performance-Checklist
🎮 The only Front-End Performance Checklist that runs faster than the others
chess-low-level-system-design
Repository contatining the low level system design of Chess.
interactive-coding-challenges
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
Test-Edits
Visualizations for Machine Translated VS Post Edited sentences for testing accuracy and performance.
cache-low-level-system-design
Low level deisgn for cache system
Resume-NER
Applying BERT for named entity recognition on resumes.
coding-recipies
Recipies for good coding practices
TENER
Codes for "TENER: Adapting Transformer Encoder for Named Entity Recognition"
recommenders
Best Practices on Recommendation Systems
nlp-recipes
Natural Language Processing Best Practices & Examples
GSOC20-Proposal
Proposal for GSOC 2020 for Apertium Organisation (Rejected)
practices-of-the-python-pro
Examples and exercises for Practices of the Python Pro from Manning Books 🐍📘
NLP-Models-Tensorflow
Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0
TensorFlow-2.x-Tutorials
TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。
Resume-Project-Dataset
Extraction, and Scaling of Resume-Profiles.
URLExtract
URLExtract is python class for collecting (extracting) URLs from given text based on locating TLD.
SMPyBandits
🔬 Research Framework for Single and Multi-Players 🎰 Multi-Arms Bandits (MAB) Algorithms, implementing all the state-of-the-art algorithms for single-player (UCB, KL-UCB, Thompson...) and multi-player (MusicalChair, MEGA, rhoRand, MCTop/RandTopM etc).. Available on PyPI: https://pypi.org/project/SMPyBandits/ and documentation on
naive-automatic-postediting
Old code that learns some naïve postediting operators from existing postediting runs.
lstm-siamese-text-similarity
⚛️ It is keras based implementation of siamese architecture using lstm encoders to compute text similarity
Object-Detection
Object Detection using ResNet50 Model
textdistance
Compute distance between sequences. 30+ algorithms, pure python implementation, common interface, optional external libs usage.
homemade-machine-learning
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
lttoolbox
Finite state compiler, processor and helper tools used by apertium