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Karma's Projects

100-pandas-puzzles icon 100-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

annotated_deep_learning_paper_implementations icon 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, ... 🧠

applied-ml icon applied-ml

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

deepctr icon deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

external-attention-pytorch icon external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

itu.algs4 icon itu.algs4

Python 3 port of the Java code in the textbook Algorithms, 4th Edition.

maml icon maml

Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

models icon models

Models and examples built with TensorFlow

nlp icon nlp

Natural Language Processing Best Practices & Examples

react-admin icon react-admin

A frontend Framework for building B2B applications running in the browser on top of REST/GraphQL APIs, using ES6, React and Material Design

repdistiller icon repdistiller

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

scrapy-examples icon scrapy-examples

Multifarious Scrapy examples. Spiders for alexa / amazon / douban / douyu / github / linkedin etc.

spinningup icon spinningup

An educational resource to help anyone learn deep reinforcement learning.

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

vscode-python icon vscode-python

Setting Python Development Environment with VScode and Docker

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