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Singh Pankaj K's Projects

fr-glove icon fr-glove

Software in C and data files for the popular GloVe model for distributed word representations, a.k.a. word vectors or embeddings

fr-gt-nlp-class icon fr-gt-nlp-class

Course materials for Georgia Tech CS 4650 and 7650, "Natural Language"

fr-handson-ml icon fr-handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

fr-istio icon fr-istio

Connect, secure, control, and observe services.

fr-jax icon fr-jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

fr-lexical icon fr-lexical

Lexical is an extensible text editor framework that provides excellent reliability, accessibility and performance.

fr-library icon fr-library

It might could be that some of the things included here do not equal endorsement or even that I agree with them.

fr-makemore icon fr-makemore

An autoregressive character-level language model for making more things

fr-micrograd icon fr-micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

fr-microservices-demo icon fr-microservices-demo

Sample cloud-native application with 10 microservices showcasing Kubernetes, Istio, gRPC and OpenCensus.

fr-mimic4ed-benchmark icon fr-mimic4ed-benchmark

Python workflow for generating benchmark datasets and machine learning models from the MIMIC-IV-ED database.

fr-nanogpt icon fr-nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

fr-nn-example.py icon fr-nn-example.py

This repository contains small projects related to Neural Networks and Deep Learning in general. Subjects are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

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