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adclassification

ann

forest fire prediction

cntk

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

cracked-egg-detection

Computer Vision system to detect cracked eggs from a birds-eye view image of an egg tray.

darknet-yolov4

YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )

deep_and_machine_learning_projects

This Repository contains the list of various Machine and Deep Learning related projects. Related code and data files are available inside this folder. One can go through these projects to implement them in real life for specific use cases.

deploy-streamlit-app-on-ec2-instance

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.

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.

informer2020

The GitHub repository for the paper "Informer" accepted by AAAI 2021.

lap

Linear Assignment Problem solver (LAPJV/LAPMOD).

learnopencv

Learn OpenCV : C++ and Python Examples

object-tracking

Simple, online, and realtime tracking of multiple objects in a video sequence.

opencv

Open Source Computer Vision Library

opencv-python

Automated CI toolchain to produce precompiled opencv-python, opencv-python-headless, opencv-contrib-python and opencv-contrib-python-headless packages.

opencv_contrib

Repository for OpenCV's extra modules

pdfreader

Python API for PDF documents

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

practice

OnlyForTesting

pretrained-yolo-v4

Object detection and transfer learning using pretrained YOLO v4 models in MATLAB.

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.

python_for_microscopists

https://www.youtube.com/channel/UC34rW-HtPJulxr5wp2Xa04w?sub_confirmation=1

rag-from-scratch

rnn-gru-lstm-pytorch-examples

selenium

A browser automation framework and ecosystem.

serverless-bert-huggingface-aws-lambda-docker

simple-news-summarization

Simple news summarization

spacetimeformer

Multivariate Time Series Forecasting with efficient Transformers. Code for the paper "Long-Range Transformers for Dynamic Spatiotemporal Forecasting."

tapas

End-to-end neural table-text understanding models.

torchtext

Models, data loaders and abstractions for language processing, powered by PyTorch