abhishekiitm

traincascade_ga

CSE_541_Interactive_Learning

Topics covered: Multi-armed Bandits, Linear Bandits, Contextual bandits, Markov Decision Processes

google_foobar

simple_bst

Simple binary search tree implementation.

DATA_558_Statistical_Machine_Learning

Bias-variance trade-off; training versus test error; overfitting; cross-validation; subset selection methods; regularized approaches for linear/logistic regression: ridge and lasso; non-parametric regression: trees, bagging, random forests; local regression and splines; generalized additive models; support vector machines; k-means and hierarchical clustering; principal components analysis.

py_viola_jones

abhishekiitm.github.io

age-estimator-bot

Rasa powered Facebook messenger bot that estimates age given facial image

algorithms

Implementations of different data structures, algorithms and programming problems

algorithms-1

Minimal examples of data structures and algorithms in Python

abhishekiitm/abhishekiitm.github.io

abhishekiitm/DATA_557_Applied_Statistics_and_Experimental_Design

Applied Statistics and Experimental Design

abhishekiitm/CSED_514_Project_Distributed_Training_using_PyTorch

abhishekiitm/py_viola_jones

abhishekiitm/drill_bit_size_predictor

abhishekiitm/CSE_D_516_Project

Spark for image processing and feature extraction using CNN

abhishekiitm/data-512-project_part1

abhishekiitm/data-512-homework_2

abhishekiitm/data-512-homework_1

abhishekiitm/DATA_558_Statistical_Machine_Learning

Bias-variance trade-off; training versus test error; overfitting; cross-validation; subset selection methods; regularized approaches for linear/logistic regression: ridge and lasso; non-parametric regression: trees, bagging, random forests; local regression and splines; generalized additive models; support vector machines; k-means and hierarchical clustering; principal components analysis.

abhishekiitm/CSE_546_Machine_Learning

Explores methods for designing systems that learn from data and improve with experience. Supervised learning and predictive modeling; decision trees, rule induction, nearest neighbors, Bayesian methods, neural networks, support vector machines, and model ensembles. Unsupervised learning and clustering.

abhishekiitm/CSE_573_Artificial_Intelligence_I

Introduction to computational models of thought and construction of intelligent information systems. Topics include search algorithms, data dependencies and truth-maintenance systems, approaches to knowledge representation, automated deduction, reasoning under uncertainty, and machine learning.

abhishekiitm/CSE_D_514_Data_Management_for_Data_Science

Introduces database management systems and techniques that use such systems; data models, query languages, database tuning and optimization, data warehousing, and parallel processing

abhishekiitm/CSE_541_Interactive_Learning

Topics covered: Multi-armed Bandits, Linear Bandits, Contextual bandits, Markov Decision Processes

abhishekiitm/algorithms-1

Minimal examples of data structures and algorithms in Python

abhishekiitm/google_foobar

abhishekiitm/age-estimator-bot

Rasa powered Facebook messenger bot that estimates age given facial image

abhishekiitm/project_euler

abhishekiitm/simple_bst

Simple binary search tree implementation.

abhishekiitm/DATA_556_Introduction_to_Probability_and_Statistics

Scripts/simultations from the course DATA 556 - Introduction to Probability and Statistics

abhishekiitm/INFO_443_Software_Architecture_for_Information_Systems

Assignment implementations for course INFO 443

abhishekiitm/duuit-app

abhishekiitm/test_app

Test app to practice CI/CD concepts

abhishekiitm/CS224n-Resource

CS224n Assignment attempted solutions

abhishekiitm/algorithms

Implementations of different data structures, algorithms and programming problems

abhishekiitm/coursera_ml_python

abhishekiitm/informed-haar

Informed Haar-like Features Improve Pedestrian Detection by Zhang et al

abhishekiitm/elevator-simulation

Simulation of an elevator using Python.

abhishekiitm/django-debug-toolbar

A configurable set of panels that display various debug information about the current request/response.