mkumar73

datacamp-light

Convert any blog or website to an interactive learning platform for data science

tez

Tez is a super-simple and lightweight Trainer for PyTorch. It also comes with many utils that you can use to tackle over 90% of deep learning projects in PyTorch.

haven-ai

To Run, Manage and Visualize Large Scale Experiments

knowledge-repo

A next-generation curated knowledge sharing platform for data scientists and other technical professions.

adversarial-learning-robustness

Contains materials for workshops pertaining to adversarial robustness in deep learning.

keepsake

Version control for machine learning

literature-human-ai-collaboration

Literature for Human-AI collaboration, Hybrid Intelligence, Human-AI interaction

SentAugment

SentAugment is a data augmentation technique for NLP that retrieves similar sentences from a large bank of sentences. It can be used in combination with self-training and knowledge-distillation, or for retrieving paraphrases.

just-pandas-things

An ongoing list of pandas quirks

pysad

Streaming Anomaly Detection Framework in Python (Outlier Detection for Streaming Data)

agents

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

vision_transformer

mmad

multimodal anomaly detection

meta-blocks

A modular toolbox for meta-learning research with a focus on speed and reproducibility.

tods

TODS: An Automated Time-series Outlier Detection System

MetaOD

Automating Outlier Detection via Meta-Learning (Code, API, and Contribution Instructions)

PyHealth

A Deep Learning Python Toolkit for Healthcare Applications.

SUOD

(MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)

combo

(AAAI' 20) A Python Toolbox for Machine Learning Model Combination

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

pyod

A Python Library for Outlier and Anomaly Detection, Integrating Classical and Deep Learning Techniques

papermill

📚 Parameterize, execute, and analyze notebooks

vscode-uri

The URI implementation that is used in VS Code and its extensions.

Rectangle

Move and resize windows on macOS with keyboard shortcuts and snap areas

taplo

A TOML toolkit written in Rust

dtale

Visualizer for pandas data structures

bit

Bit is a modern Git CLI

BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

Python-for-Algorithms--Data-Structures--and-Interviews

Files for Udemy Course on Algorithms and Data Structures

vectorai

Vector AI — A platform for building vector based applications. Encode, query and analyse data using vectors.