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📝 Algorithms and data structures implemented in JavaScript with explanations and links to further readings
💯 Curated coding interview preparation materials for busy software engineers
scikit-learn: machine learning in Python
Fast, easy and reliable testing for anything that runs in a browser.
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
The fundamental package for scientific computing with Python.
Lit is a simple library for building fast, lightweight web components.
State-of-the-Art Text Embeddings
Statsmodels: statistical modeling and econometrics in Python
Cross-platform lib for process and system monitoring in Python
Deep universal probabilistic programming with Python and PyTorch
Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding
DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphic…
A powerful, flexible, Markdown-based authoring framework.
An annotated implementation of the Transformer paper.
Python Audio Analysis Library: Feature Extraction, Classification, Segmentation and Applications
Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"
Think DSP: Digital Signal Processing in Python, by Allen B. Downey.
Fast, flexible and easy to use probabilistic modelling in Python.
An index of algorithms for learning causality with data
A python package to analyze and compare voices with deep learning
Python library for causal inference and probabilistic modeling.
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
A Python library that helps data scientists to infer causation rather than observing correlation.
PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations (ICLR 2021, Oral)
A comprehensive reference for all topics related to Natural Language Processing
A collection of scripts to set up MongoDB test environments and parse and visualize MongoDB log files.
A large-scale dataset of both raw MRI measurements and clinical MRI images.