Pinned Repositories
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.
all-in-one-place
ankishb.github.io
Blogs on random topics in deep learning, data science, machine learning, data structure and algorithms.
DeepLearningImplementations
Implementation of recent Deep Learning papers
feature-engineering-book
Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018
fun-projects
python-fun-short-project
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.
ml-projects
This repo contains various Data Science projects involving image, text, tabular and graph dataset with classical ML as well as Deep Learning.
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.
MLProjects
A list of Machine Learning Learning based on classical ML and deep learning models.
ankishb's Repositories
ankishb/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.
ankishb/ml-projects
This repo contains various Data Science projects involving image, text, tabular and graph dataset with classical ML as well as Deep Learning.
ankishb/all-in-one-place
ankishb/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.
ankishb/DeepLearningImplementations
Implementation of recent Deep Learning papers
ankishb/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.
ankishb/MLProjects
A list of Machine Learning Learning based on classical ML and deep learning models.
ankishb/vaex
Out-of-Core DataFrames for Python, visualize and explore big tabular data at a billion rows per second.
ankishb/ankishb.github.io
Blogs on random topics in deep learning, data science, machine learning, data structure and algorithms.
ankishb/fun-projects
python-fun-short-project
ankishb/autogluon
AutoGluon: AutoML Toolkit for Deep Learning
ankishb/ctc-asr
End-to-end trained speech recognition system, based on RNNs and the connectionist temporal classification (CTC) cost function.
ankishb/CTCDecoder
Connectionist Temporal Classification (CTC) decoding algorithms: best path, prefix search, beam search and token passing. Implemented in Python and OpenCL.
ankishb/d2l-en
Interactive deep learning book with code, math, and discussions. Available in multi-frameworks.
ankishb/DetectGPT
Pytorch implementation of DetectGPT (https://arxiv.org/pdf/2301.11305v1.pdf)
ankishb/flask-application
Web Application demo using flask
ankishb/keras-bert
Implementation of BERT that could load official pre-trained models for feature extraction and prediction
ankishb/keras-io
Keras documentation, hosted live at keras.io
ankishb/keras-transformer
Keras library for building (Universal) Transformers, facilitating BERT and GPT models
ankishb/knowledge-distillation
A teacher-student appproach in the supervised and unsupervised dataset framework.
ankishb/P-GNN
Position-aware Graph Neural Networks
ankishb/PlayML
This is a simple toolbox with a lot of functionality on feature preprocessing, feature engineering and machine learning model with hyperparamters optimization.
ankishb/pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
ankishb/pytorch_active_learning
PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book
ankishb/Recommender-System
This is highly involved project on recommendation system with classical and advance method.
ankishb/scikit-learn
scikit-learn: machine learning in Python
ankishb/self-supervised-speech-recognition
speech to text with self-supervised learning based on wav2vec 2.0 framework
ankishb/seq2seq
A seq2seq model for machine translation
ankishb/thesis-latex-iitk-format
Thesis format in latex of IITK
ankishb/warp-ctc
Fast parallel CTC.