deadswank001 Goto Github PK

-kludgey-

NodeJS instantiation of SolidWorks as OpenCV project

appliedml-july

Mercedes-Benz Greener Manufacturing, Income Qualifications, DEL_SLR is salary and insurance,

appliedml-july2

Song Classification, Employer Turnover

atomic-algorithm-using-servers-to-find-hamiltonian-cycles

Atomic Algorithm-using servers to find Hamiltonian Cycles*, revisiting the concept, written by Mohamed Sghiar

beartrap

Honeypot Analysis, Prasidhda Malla WP CVE still waiting. ManTrap; see O'Reillys

clustering

Cluster Set (Clustering + Set Theory), Holomorphic Encryption, K-Means, centroid-based algos, Image Data (by PCA), Big Data Clustering, Hierarchical, Two-Phase, DBScan

data-in-action

Part 2: Chapter 9) Contextualizing Problems and Data, The 5 Mistruths, Researching Solutions, Formulating a Hypothesis, Preparing Data, Feature Generation, Combining Variables, Understanding Binning and Discretization, Indicator Variables, Transforms, Array Operations, Vertices and Matrices

data-plan

Part 2: Chapter 7) Validating, Removing Duplicates, Creating a Data Map and Data Plan, Manipulating Categorical Variables, Renaming Levels, Combining Levels, Dealing with Dates, Formatting date.time/ time transforming, Missing Data, Encoding Missingness, Imputing Missing Data, Slicing Dicing Filtering n' Selecting, Concatenating and Transforming,

detecting-outliers

Part 4: Chapter 16) anomalies and novel data, Gaussian distros, Assumptions, Multivariate Approach, PCA, Cluster Analysis for Outliers, Automating Detection with Isolation Forests

dex-hedge-in-motoko

Decentralized Hedge-fund written in Motoko for the Internet Computer Protocol. (Using the help of ChatGPT)

dex-hedge-in-solidity

Decentralized Hedge-fund converted from Motoko to Solidity (Testing of Translation techniques, Encoding/Compiling and language conversion) all possible routes exhausted

dogenft

etherpriceprediction

credit to: Namanjeet Singh, Kaggle , https://www.kaggle.com/code/namanjeetsingh/ethereum-cryptocurrency-prediction-using-rnn/notebook

ethertrendanalysis

credit to: Ayman Lafaz; Kaggle , https://www.kaggle.com/code/aymanlafaz/ethereum-trends-analysis/notebook

etherwithpython

Few price and sentiment analysis scripts in Python; that can be used on ANY stock or coin.

exploring-data-analysis

Iris Dataset, Kurtosis, Boxplots, Correlation, Chi-Test, Z-Score Distributions

four-simple-and-effective-algos

Linear Regression; family of linear models, adding variables, limitations, Logistic Regression, Naive Bayes, Predictive Text, KNN (K-Nearest Neighbors), predictions and k-parameters

hashlibmodule

All Python Encryption Services

increasing-complexity

Chapter 19 Continued

linregpractice2

Advertising dataset

matplotlib-crashcourse

memorysystemsstudy

Approaching Python storage systems in the context of human-like ability, focus on AI

moviereviewprofiling

pandasserv

311 Service Records

particle-and-swarm-formulas

-Adam Appich; 'the kid with the ants'

performing-cross-validation-selection-and-optimization.py

How to fit a model, Understanding bias and variance, Strategy for picking models, Dividing Training/Testing, Cross-Validating, on K-Folds, Sampling stratification, Variable Selection, Greedy Search, Hyperparameters

priceprediction1sttry

BTC Price first, then try other coins

puppetcase

Puppeteer; Docker, NodeJS, npm, no Debian/Alpine, Express Server build

pythonpractice

Captain's log: day 249; all the Python modules I had skipped over from my original textbook, random.seed(), email, sms, FTP, news search, source clear, etc.

reducing-dimensionality

SVD, Factor Analysis, Hidden Factors, Dimensionality Reduction, TSNE, Facial Rec with PCA, NMF, Random Forest Recommender