Breenda Das's repositories
Time-series-analysis-project
Time series analysis on NIFTY-50 index stock data. The project visualises trends in stock data and explores various time-series analysis models such as ARIMA, ARMA and deep learning models such as LTSM and RNN to predict stock prices with the highest accuracy.
Customer-review-app
A sentiment analysis application with an inbuilt bot that scrapes the comment section of a twitter post for generating interactive customer review insights.
Feature-Engineering-NLP
Feature engineering with the help of HuggingFace transformers, Tensorflow, Keras, TextBlob, NLTK, Sci-kit learn etc.
algorithms
Minimal examples of data structures and algorithms in Python
PyTorch-YOLOv3
Minimal PyTorch implementation of YOLOv3
coco_filter
Filter coco by category
CRAFT-Remade
Implementation of CRAFT Text Detection
crnn.pytorch
Convolutional recurrent network in pytorch
css-personal-website
Personal Website - 2 (Angela Yu)
deep_sort_pytorch
MOT tracking using deepsort and yolov3 with pytorch
Image-Preprocessing-for-OCR
Preprocessing techniques for randomly clicked pictures for easy OCR.
ivy
The Unified Machine Learning Framework
linformer
Implementation of Linformer for Pytorch
my_first_website
First task - Angela Yu
my_unet
unet_model
OCR-and-Extraction-PDF
OCR and extraction of data from pdf files
Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
QTT
A framework for QuickTune
QuickTune
[ICLR2024] Quick-Tune: Quickly Learning Which Pretrained Model to Finetune and How
seminar-LLMTab-FTtabpfn
Code Base for reimplementation of FT-TabPFN for seminar LLMs for Tabular Data
sort
Simple, online, and realtime tracking of multiple objects in a video sequence.
stitch_det
Stitch and Detection pipeline
Synthetic-Data-Generation
Synthetic data generation using a given template. Generated data are of PDF format. Every PDF file is filled with custom generated data.
TabPFN
⚡ TabPFN: Foundation Model for Tabular Data ⚡
unet_demo
unet implementation in pytorch
Yolov5_DeepSort_Pytorch
Real-time multi-object tracker using YOLO v5 and deep sort