C-Ritam98

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

Fine-Tuning-BERT

GradCAM-on-Video

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

Latent-Dirichlet-Allocation

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

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.

Rating_Prediction

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

C-Ritam98/GradCAM-on-Video

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

C-Ritam98/Named-Entity-Recognition

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

C-Ritam98/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.

C-Ritam98/DeepFix

Fixing syntactically incorrect C program lines using deep learning techniques.

C-Ritam98/Fine-Tuning-BERT

C-Ritam98/Latent-Dirichlet-Allocation

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

C-Ritam98/Rating_Prediction

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

C-Ritam98/AiSoME_challenge

AiSoME FIRE 2023 challenge on multi-label classification task.

C-Ritam98/ANN-through-Quantisation

Approximate Nearest Neighbour search through product quantisation of the vectors.

C-Ritam98/asitop

Perf monitoring CLI tool for Apple Silicon

C-Ritam98/awesome-text-generation

A curated list of recent models of text generation and application

C-Ritam98/Competitive-Coding

C-Ritam98/CPI-Stack-Estimation

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

C-Ritam98/CUDA_matrix

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

C-Ritam98/E0-270-ML-course-Assignemnts

Machine Learning Course Assignments.

C-Ritam98/flan_t5

Experimentation with flan t5 small model.

C-Ritam98/Lab-Meeting-Papers

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

C-Ritam98/machine-learning-interview

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

C-Ritam98/Music-vs-Speech-Classification

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

C-Ritam98/NormalizedNerd

Codes for the videos of my YouTube channel

C-Ritam98/pytorchTutorial

PyTorch Tutorials from Patrick's YouTube channel

C-Ritam98/QLoRA

Fine-tuning an LLM with Huggingface PEFT and QLoRA

C-Ritam98/SimToReal

Unnatural Language Processing

C-Ritam98/Style_Transfer

A backtranslation based style transfer model.

C-Ritam98/Synthetic-Text-Generation

Deep generative models for controlled text generation.

C-Ritam98/System-Identification-for-Non-Linear-Dynamics