c-ritam98 Goto Github PK

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.

deepfix

Fixing syntactically incorrect C program lines using deep learning techniques.

e0-270-ml-course-assignemnts

Machine Learning Course Assignments.

fine-tuning-bert

flan_t5

Experimentation with flan t5 small model.

gradcam-on-video

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

lab-meeting-papers

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

latent-dirichlet-allocation

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

machine-learning-interview

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

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.

music-vs-speech-classification

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

named-entity-recognition

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

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

rating_prediction

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

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