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100daysofcodes

Tracking Papers, Summarize and Codes

15-days-to-tensorflow

Everything in 15 days

assassinsurvivor.github.io

portfolio

basic-yolo-keras

Easy training on custom dataset. Various backends (MobileNet and SqueezeNet) supported. A YOLO demo to detect raccoon run entirely in brower is accessible at https://git.io/vF7vI (not on Windows).

bigbird-intuition

[WIP] Just some intuitions which can help you understand BigBird implementation.

blogpostcode

Code associated with Blog Posts

boosting_with_bert

c_2_python

cdac-plus

Discovering New Intents via Constrained Deep Adaptive Clustering with Cluster Refinement (AAAI2020)

cleanlab

Find label errors in datasets, weak supervision, and learning with noisy labels.

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.

coursera-advanced-machine-learning-specialization

Repo for coursera specialization Advanced Machine Learning by Higher School of Economics

deepnlp-models-pytorch

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

deploy

ruby on rails application

diagrams

:art: Diagram as Code for prototyping cloud system architectures

effectivetensorflow

TensorFlow tutorials and best practices.

fastbook

Draft of the fastai book

feature_engineering

Tinkering with feature engineering

gan

generative_models_tutorial_with_demo

Generative Models Tutorial with Demo: Bayesian Classifier Sampling, Variational Auto Encoder (VAE), Generative Adversial Networks (GANs), Popular GANs Architectures, Auto-Regressive Models, Important Generative Model Papers, Courses, etc..

gui-development-with-flask-and-dash

Web UI Development with Flask and Dash

hyperparams_tuning

Script to tune various hyperparams

javascript

Libraries & Frameworks

kge

LibKGE - A knowledge graph embedding library for reproducible research

kite.js

Kite client in JavaScript

lemminflect

A python module for English lemmatization and inflection.

machinelearning

mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

ml_links

Useful Links

multiple-choice-question-generation-t5-and-text2text

Question Generation using Google T5 and Text2Text