C-Ritam98

GradCAM-on-Video

Extension of the GradCAM idea to video classification task as a means of providing explainability.

Music-Genre-Classification

Classification of music files into 10 genres : ”hip- hop”,”disco”,”country”,”blues”,”jazz”,”classical”,”pop”, ”reggae”,”rock”,”metal”. Dataset used is GTZAN, which includes music form 10 different genres, each having 100 .wav files.

Named-Entity-Recognition

Named Entity Recognition using BiLSTM-CRF model and multi-head Attention.

DeepFix

Fixing syntactically incorrect C program lines using deep learning techniques.

Fine-Tuning-BERT

Latent-Dirichlet-Allocation

Segregation of research papers based on LDA of paper Abstracts using Collapsed Gibbs Sampling.

Rating_Prediction

Movie Rating Prediction based on NETFLIX dataset using Low Rank Matrix factorization technique.

AiSoME_challenge

AiSoME FIRE 2023 challenge on multi-label classification task.

ANN-through-Quantisation

Approximate Nearest Neighbour search through product quantisation of the vectors.

asitop

Perf monitoring CLI tool for Apple Silicon

awesome-text-generation

A curated list of recent models of text generation and application

Competitive-Coding

CPI-Stack-Estimation

Estimating CPI stacks of 6 benchmark programs using Linear regression with regularization.

CUDA_matrix

Checking the speed-up with CUDA (NVIDIA) for diagonal matrix multiplication wrt the normal CPU implementation of optimized and unoptimized codes.

E0-270-ML-course-Assignemnts

Machine Learning Course Assignments.

flan_t5

Experimentation with flan t5 small model.

Lab-Meeting-Papers

Papers discussed during lab meetings for Intelligent Systems Lab at IISc.

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

Music-vs-Speech-Classification

Music and Speech files Classification using Gaussian Mixture Models and Expectation Maximisation Algorithm.

NormalizedNerd

Codes for the videos of my YouTube channel

pytorchTutorial

PyTorch Tutorials from Patrick's YouTube channel

QLoRA

Fine-tuning an LLM with Huggingface PEFT and QLoRA

SimToReal

Unnatural Language Processing

Style_Transfer

A backtranslation based style transfer model.

Synthetic-Text-Generation

Deep generative models for controlled text generation.

System-Identification-for-Non-Linear-Dynamics