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cl_text

customer_segmentation

Code to perform clustering using self organizing maps on retail customer data.

data_analysis_project

Code for data analysis project on Gujarat's schools' data.

deep_neural_networks

Implementation of different neural networks with analysis of nn models on different hyper-parameters.

finetuner

Finetuning any DNN for better embedding on neural search tasks

from-0-to-research-scientist-resources-guide

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

generating_text_summary_with_gpt2

A simple approach to use GPT2-medium (345M) for generating high quality text summaries with minimal training.

improving-yolov3

Few training heuristics and small architectural changes that can significantly improve YOLOv3 performance with tiny increase in inference cost.

langchain

⚡ Building applications with LLMs through composability ⚡

module-0

Module 0 - Fundamentals

move37

Assignments for Move37 course offered by School of AI.

mrc-for-flat-nested-ner

Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText. [IN PROGRESS]

pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

scratch_algos

Minimalistic implementations of different ML algorithms from scratch.

unsupervised-classification-fortext

SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]

video-streamer

A realtime object detector that streams video and text to a Flask-SocketIO server.

wikisum-2018

Generating Wikisum Data

zenml

ZenML 🙏: MLOps framework to create reproducible ML pipelines for production machine learning.