Abhishek Saini's repositories
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
CSE_541_Interactive_Learning
Topics covered: Multi-armed Bandits, Linear Bandits, Contextual bandits, Markov Decision Processes
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.
simple_bst
Simple binary search tree implementation.
CS224n-Resource
CS224n Assignment attempted solutions
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.
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.
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
CSE_D_516_Project
Spark for image processing and feature extraction using CNN
DATA_556_Introduction_to_Probability_and_Statistics
Scripts/simultations from the course DATA 556 - Introduction to Probability and Statistics
DATA_557_Applied_Statistics_and_Experimental_Design
Applied Statistics and Experimental Design
django-debug-toolbar
A configurable set of panels that display various debug information about the current request/response.
elevator-simulation
Simulation of an elevator using Python.
INFO_443_Software_Architecture_for_Information_Systems
Assignment implementations for course INFO 443
informed-haar
Informed Haar-like Features Improve Pedestrian Detection by Zhang et al
test_app
Test app to practice CI/CD concepts