@nkish's repositories
DetectGPT
Pytorch implementation of DetectGPT (https://arxiv.org/pdf/2301.11305v1.pdf)
self-supervised-speech-recognition
speech to text with self-supervised learning based on wav2vec 2.0 framework
pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
fun-projects
python-fun-short-project
knowledge-distillation
A teacher-student appproach in the supervised and unsupervised dataset framework.
d2l-en
Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.
MLProjects
A list of Machine Learning Learning based on classical ML and deep learning models.
ml-projects
This repo contains various Data Science projects involving image, text, tabular and graph dataset with classical ML as well as Deep Learning.
PlayML
This is a simple toolbox with a lot of functionality on feature preprocessing, feature engineering and machine learning model with hyperparamters optimization.
pytorch_active_learning
PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book
seq2seq
A seq2seq model for machine translation
ankishb.github.io
Blogs on random topics in deep learning, data science, machine learning, data structure and algorithms.
ml-toolbox
This repo contains various data science strategy and machine learning models to deal with structure as well as unstructured data. It contains module on feature-preprocessing, feature-engineering, machine-learning-models, bayesian-parameter-tuning, etc, built using libraries such as scikit-learn, keras, h2o, xgboost, lightgbm, catboost, etc.
keras-io
Keras documentation, hosted live at keras.io
autogluon
AutoGluon: AutoML Toolkit for Deep Learning
keras-bert
Implementation of BERT that could load official pre-trained models for feature extraction and prediction
keras-transformer
Keras library for building (Universal) Transformers, facilitating BERT and GPT models
ctc-asr
End-to-end trained speech recognition system, based on RNNs and the connectionist temporal classification (CTC) cost function.
Recommender-System
This is highly involved project on recommendation system with classical and advance method.
thesis-latex-iitk-format
Thesis format in latex of IITK
Algorithm-DS-Problems
This repo contains solutions for problems on Data Structure and Algorithms, from InterviewBit, LeetCode and HackerRank. Some problems are categorized topicwise as dp, graph, greedy, array, etc and others are in a random order. The complete list of problems and their source can be find in all_program_list file.
CTCDecoder
Connectionist Temporal Classification (CTC) decoding algorithms: best path, prefix search, beam search and token passing. Implemented in Python and OpenCL.
scikit-learn
scikit-learn: machine learning in Python
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
warp-ctc
Fast parallel CTC.
flask-application
Web Application demo using flask
P-GNN
Position-aware Graph Neural Networks
DeepLearningImplementations
Implementation of recent Deep Learning papers