JShollaj/CognideX-Whitepaper

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JShollaj/CognideX-Whitepaper

JShollaj

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CognideX - Official Whitepaper

awesome-llm-interpretability

A curated list of Large Language Model (LLM) Interpretability resources.

awesome-llm-web-ui

A curated list of awesome Large Language Model (LLM) Web User Interfaces.

AWS-Machine-Learning

Guide to pass AWS Machine Learning Specialty Certification

DatabaseDesignChecklist

High Level Priority List of Database Design

tpdatafinder

NVIDIATranscribedChatbot

NVIDIA LLM Chatbot for All NVIDIA related videos

-Over-vs-Under-Sampling-Metrics-vs-SMOTE

Evaluating Over and Under Sampling Metrics versus SMOTE comparison

Jupyter Notebook

BitcoinPerformanceAnalysis

HAC

Using Hierarchical Agglomerative clustering on the iris dataset

Jupyter Notebook

gradientnews

Luxchain-Main

so_train.csv

stack overflow train dataset

Linearly-Separable-Iris-Dataset

Using SVM for linearly separable Iris Dataset

Jupyter Notebook

Will-Allowance-Smart-Contract

Beginner Project creating a smart contract which will send the fortune after a relative passes away

redactor

Datafinder

PytorchIntro

Introductory Guide

Jupyter Notebook

ExpectationMaximizationKM

Utilizing the Expectation Maximization KMeans Algorithm on Simulated Data

Jupyter Notebook

CryptoCurrency

DiabetesPredictiveModeling

Various models which predict diabetes in US

Jupyter Notebook

propensityscorematching

Implementing causality test on BHC for volckers rule

Jupyter Notebook

AWS-Solutions-Portfolio

BlockchainRecommender

Context Aware Blockchain Recommender Using LLMs

Summarizer

Customer-Segmentation

Utilizing Hierarchical Agglomerative Clustering on Customer Segmentation

Jupyter Notebook

SVM-for-Non-Linear-Separable-Data

SVM for Non Linear Separable Data

Jupyter Notebook

SmartContract

Contract which allows only creator to create new coins in Solidity Remix

DjangoTest

Testing Django Deployment

Financial-Optimization-of-Mixed-Portfolio

Using Monte Carlo Simulation, convex optimization and lineal programming to optimize portfolio of stocks and cryptocurrencies

Jupyter Notebook

Utilizing-Over-and-Under-Sampling

Jupyter Notebook

Hierarchical-Clustering-for-Breast-Tumor

Cutting hierarchical clusterings into flat clusterings for the malignant and benign tumor for breast cancer data

Jupyter Notebook

hypedescent

Econometrics-with-Python

Here I used several methods such as IV, 2SLS, DiD, RTC etc. to resolve biases in estimating models through OLS.

Jupyter Notebook

Breast-Cancer-Data-Clustering

Clustering Malignant vs Benign Cancer types

Jupyter Notebook

KNN-On-Iris-Dataset2

Finding best K for our dataset

Jupyter Notebook

Structural-OLS-and-Instrumental-Variables

Here we perform ordinary least squares for residual values to observe the right instrumental variables for a sample train dataset

Jupyter Notebook

FinancialsCrypto

BostonHousingDataset

Luxchain

UCB-MAB

Code reference to UCB Multiarmed Bandits Framework in R

RImportantLibs

Important R libraries with Examples

Xns140

LinearRegressioninR

Testing linear regression function in R

VisualizingExpectationMaximization

To get a better understanding of how the expectation maximization works, we will visualize our findings

KNN-On-Iris-Dataset

KNN On Iris Dataset

Jupyter Notebook

Using-SVM-on-Iris-Dataset

Using SVM on Iris Dataset

Jupyter Notebook

Cryptocurrency-Analysis

Exploratory Data Analysis With

Hand-Written-Digit-Problem

Running a Simple Logistic Regression Model On Hand Written Digit Problem

MultiArmedBandits

Cross Comparison of all multi armed bandit models in terms of comparison and performance

Jupyter Notebook