INDIRA KUMAR A's repositories
trl
Train transformer language models with reinforcement learning.
what_are_embeddings
A deep dive into embeddings starting from fundamentals
peft
🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
tapas
End-to-end neural table-text understanding models.
Get-Things-Done-with-Prompt-Engineering-and-LangChain
LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.
pyspark-tutorial
PySpark Tutorial for Beginners - Practical Examples in Jupyter Notebook with Spark version 3.4.1. The tutorial covers various topics like Spark Introduction, Spark Installation, Spark RDD Transformations and Actions, Spark DataFrame, Spark SQL, and more. It is completely free on YouTube and is beginner-friendly without any prerequisites.
selenium
A browser automation framework and ecosystem.
torchtext
Models, data loaders and abstractions for language processing, powered by PyTorch
tsai
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
transformer-from-scratch
Decoder only transformer, built from scratch with PyTorch
DirectML
DirectML is a high-performance, hardware-accelerated DirectX 12 library for machine learning. DirectML provides GPU acceleration for common machine learning tasks across a broad range of supported hardware and drivers, including all DirectX 12-capable GPUs from vendors such as AMD, Intel, NVIDIA, and Qualcomm.
python_for_microscopists
https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1
practice
OnlyForTesting
opencv
Open Source Computer Vision Library
darknet-yolov4
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
opencv_contrib
Repository for OpenCV's extra modules
pretrained-yolo-v4
Object detection and transfer learning using pretrained YOLO v4 models in MATLAB.
learnopencv
Learn OpenCV : C++ and Python Examples