Jaswinder Singh's starred repositories

rl

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

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beautify-github-profile

This repository will assist you in creating a more beautiful and appealing github profile, and you will have access to a comprehensive range of tools and tutorials for beautifying your github profile. 🪄 ⭐

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DeepDPM

"DeepDPM: Deep Clustering With An Unknown Number of Clusters" [Ronen, Finder, and Freifeld, CVPR 2022]

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LeetCode

💡 LeetCode in C++20/Java/Python/MySQL/TypeScript (respect coding conventions)

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German-Professors-for-Computer-Vision

Comprehensive list of German Professors who work in Deep Learning and Computer Vision.

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dev-portfolio

A fully customizable developer portfolio website made in react with dark mode support

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pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

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best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

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statannotations

add statistical significance annotations on seaborn plots. Further development of statannot, with bugfixes, new features, and a different API.

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ML-Notebooks

:fire: Machine Learning Notebooks

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ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

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causalML

The open source repository for the Causal Modeling in Machine Learning Workshop at Altdeep.ai @ www.altdeep.ai/courses/causalML

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metric-learn

Metric learning algorithms in Python

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simpletransformers

Transformers for Information Retrieval, Text Classification, NER, QA, Language Modelling, Language Generation, T5, Multi-Modal, and Conversational AI

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developer-roadmap

Interactive roadmaps, guides and other educational content to help developers grow in their careers.

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pytorch_tabular

A standard framework for modelling Deep Learning Models for tabular data

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tech-interview-handbook

💯 Curated coding interview preparation materials for busy software engineers

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free-programming-books

:books: Freely available programming books

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class-incremental-learning

PyTorch implementation of AANets (CVPR 2021) and Mnemonics Training (CVPR 2020 Oral)

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awesome-imbalanced-learning

😎 Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切:论文、代码、框架与库

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gama

An automated machine learning tool aimed to facilitate AutoML research.

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awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

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scientific-visualization-book

An open access book on scientific visualization using python and matplotlib

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self-paced-ensemble

[ICDE'20] ⚖️ A general, efficient ensemble framework for imbalanced classification. | 泛用,高效,鲁棒的类别不平衡学习框架

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Loads-Of-Logic

Repository with leetcode solutions and dedicated index to prepare for your Meta, Google, Amazon, Microsoft interviews. Feel free to share and contribute to this awesome repository.

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awesome-discord-communities

A curated list of awesome Discord communities for programmers

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tensorflow-triplet-loss

Implementation of triplet loss in TensorFlow

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FRUFS

An unsupervised feature selection technique using supervised algorithms such as XGBoost

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prince

:crown: Multivariate exploratory data analysis in Python — PCA, CA, MCA, MFA, FAMD, GPA

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smote_variants

A collection of 85 minority oversampling techniques (SMOTE) for imbalanced learning with multi-class oversampling and model selection features

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