Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists by neelsoumya
A curated list of projects in awesome lists by neelsoumya .
https://github.com/neelsoumya/dssurvival
Survival functions for DataSHIELD. Package for building survival models, Cox proportional hazards models and Cox regression models in DataSHIELD.
clinical-informatics cox-models cox-regression datashield datashield-technical-team datashield-testing dssurvival meta-analysis r survival-analysis survival-functions survival-models
Last synced: 10 Nov 2024
https://github.com/neelsoumya/special_topics_unconventional_ai
Special topics class on unconventional AI
artificial-intelligence artificial-intelligence-algorithms computer-science deep-learning machine-learning teaching-materials unconventional-ai
Last synced: 10 Nov 2024
https://github.com/neelsoumya/teaching_reproducible_science_r
Material and notes for teaching reproducible science in R
openscience r reproducible-research rmarkdown rstudio teaching-materials
Last synced: 10 Nov 2024
https://github.com/neelsoumya/dssurvival_bookdown
A bookdown demonstrating how to build survival models using the dsSurvival package in DataSHIELD
cox-regression datashield dssurvival dssurvivalclient r survival-analysis survival-models
Last synced: 10 Nov 2024
https://github.com/neelsoumya/public_open_source_data_science
A repository of open source data science projects for social good
citizen-data-science citizen-science data-analysis data-science datascience datascience-social-good datascience-socialgood deep-learning machine-learning paper python social
Last synced: 10 Nov 2024
https://github.com/neelsoumya/dssurvivalbookdown
A bookdown demonstrating how to build survival models using the dsSurvival package in DataSHIELD
cox-regression datashield dssurvival dssurvivalclient privacy-protection r survival-models
Last synced: 10 Nov 2024
https://github.com/neelsoumya/dssurvivalclient
Survival functions (client side) for DataSHIELD. Package for building survival models, Cox proportional hazards models and Cox regression models in DataSHIELD.
cox cox-model cox-models cox-regression datashield datashield-technical-team datashield-testing dssurvival dssurvivalclient federated-analysis r reproducible-research survival-analysis survival-functions survival-models
Last synced: 10 Nov 2024
https://github.com/neelsoumya/outreach_ppi
Outreach and PPI resources for explaining AI to the public
ai artificial-intelligence deep-learning machine-learning materials outreach outreach-ppi patient-public-involvement patients teaching-resources
Last synced: 10 Nov 2024
https://github.com/neelsoumya/teaching_resources
Compilation of teaching resources
bioinformatics biology data-science machine-learning teaching teaching- teaching-mate teaching-material teaching-resources
Last synced: 10 Nov 2024
https://github.com/neelsoumya/bayesian_inference_linear_mixed_effect_models_pymc3
Example code to perform linear mixed effects regression in a Bayesian setting using the PyMc3 framework
probabilistic-programming pymc3
Last synced: 10 Nov 2024
https://github.com/neelsoumya/ramanujan_number_generator
Generating Ramanujan cab numbers
ramanujan ramanujan-cab-numbers ramanujan-numbers recreational-mathematics
Last synced: 10 Nov 2024
https://github.com/neelsoumya/join_pdf_shell_script
Shell script to join multiple PDFs using ghostscript
Last synced: 10 Nov 2024
https://github.com/neelsoumya/survival_models
A repository of code and resources for survival models
Last synced: 10 Nov 2024
https://github.com/neelsoumya/patient_stratification_explainable_ai
Explainable AI applied to patient stratification
Last synced: 10 Nov 2024
https://github.com/neelsoumya/perspective_epidemics_conflict_zones
Perspective on epidemics in conflict zones. Code, parameters and installation instructions.
Last synced: 10 Nov 2024
https://github.com/neelsoumya/machine_learning_advanced_complex_stories
code for advanced machine learning and generating complex explanations from machine learning models
Last synced: 10 Nov 2024
https://github.com/neelsoumya/essential_utilities_miscellaneous
Essential miscellaneous utilities
Last synced: 10 Nov 2024
https://github.com/neelsoumya/dssurvivalshiny
This is a package with miscellaneous tools, a set of computational tools and a graphical user interface (GUI) for privacy preserving federated survival model meta-analysis using the DataSHIELD platform. The primary function is to enable data and model documentation.
clinical-informatics clinical-information-system data-documentation datashield meta-analysis
Last synced: 10 Nov 2024
https://github.com/neelsoumya/lymph_node_inspired_algorithms
lymph node inspired algorithms
Last synced: 10 Nov 2024
https://github.com/neelsoumya/forecasting_port_throughput
Forecasting port throughput
forecasting logistics port supply-chain supply-chain-management throughput
Last synced: 10 Nov 2024
https://github.com/neelsoumya/neelsoumya
About me (Soumya Banerjee)
artificial-immune-system clinical-informatics computational-biology computational-immunology data-science deriving-insights finance financial healthcare-domains immunology kalyanibanerjee machine-learning mortgage neelsoumya soumyabanerjee statistical statistics tarakeswarbanerjee
Last synced: 10 Nov 2024
https://github.com/neelsoumya/essential_shell_scripts
Essential shell (bash) scripts
Last synced: 10 Nov 2024
https://github.com/neelsoumya/very_basic_unix
very basic UNIX commands for newbies
Last synced: 10 Nov 2024
https://github.com/neelsoumya/practical_supervised_machine_learning
A practical in R for teaching supervised machine learning
Last synced: 10 Nov 2024
https://github.com/neelsoumya/dssurvival2_analysis
dsSurvival 2.0 survival curves sensitivity analysis code
Last synced: 10 Nov 2024
https://github.com/neelsoumya/public_supervised_machine_learning
A lecture on supervised machine learning
Last synced: 10 Nov 2024
https://github.com/neelsoumya/complex_stories_explanations
Complex stories as explanations for machine learning models
Last synced: 10 Nov 2024
https://github.com/neelsoumya/ai_outreach
Resources for explaining AI to the public and outreach activities
ai-awareness ai-safety artificial-intelligence deep-learning machine-learning outreach patient-public-involvement teaching-materials
Last synced: 10 Nov 2024
https://github.com/neelsoumya/writing_productivity
Writing and productivity
Last synced: 10 Nov 2024
https://github.com/neelsoumya/basic_statistics
Repository for teaching basics of statistics for machine learning
confidence-intervals data-science datascience datascience-machinelearning datasciencebasics lecture lecture-notes lectures lectures-slides machine-learning precision recall rob-tibshirani statistics teaching teaching-materials teaching-statistics teaching-tools topics
Last synced: 10 Nov 2024
https://github.com/neelsoumya/introduction_to_r
introduction to R course in Cambridge
Last synced: 10 Nov 2024
https://github.com/neelsoumya/working_with_domain_experts
How to work with domain experts in the field of AI
Last synced: 10 Nov 2024
https://github.com/neelsoumya/deep_dali
Computational art for dynamical systems
art artificial-intelligence computational-art deep-learning dynamical-systems python
Last synced: 10 Nov 2024
https://github.com/neelsoumya/paper_preprints
Preprints of papers by Soumya Banerjee
Last synced: 10 Nov 2024
https://github.com/neelsoumya/nlp_resources
Resources and teaching material for Natural Language Processing (NLP)
deep-learning learning machine machine-learning natural-language-processing nlp nlp-resources teaching teaching-material
Last synced: 10 Nov 2024
https://github.com/neelsoumya/programming_resources
Resources for learning and teaching programming.
programming-language teaching teaching-materials
Last synced: 10 Nov 2024
https://github.com/neelsoumya/mathematical_models
Repository for teaching mathematical models
Last synced: 10 Nov 2024
https://github.com/neelsoumya/visualization_lecture
visualization lecture
data-science teaching-materials unsupervised-machine-learning
Last synced: 10 Nov 2024
https://github.com/neelsoumya/misc_papers
Miscellaneous papers (other projects)
Last synced: 10 Nov 2024
https://github.com/neelsoumya/mathematics
A repository of free resources to teach yourself mathematics
math mathematics mathematics-textbooks
Last synced: 10 Nov 2024
https://github.com/neelsoumya/getting-_started_data_science
Resources to get started in data science and teach yourself data science
data-science data-science-basic data-science-beginners datascience lmic low-medium-income-countries machine-learning python teaching teaching-materials teaching-resources
Last synced: 10 Nov 2024
https://github.com/neelsoumya/meditator
Miscellaneous tools for meditation
dao meditation mental-health mental-health-awareness mindfulness r tao za-zen zen
Last synced: 10 Nov 2024
https://github.com/neelsoumya/dscoxclient
Client for Cox functions in DataSHIELD
Last synced: 10 Nov 2024
https://github.com/neelsoumya/dssurvival2bookdown
A bookdown demonstrating how to build survival models using the dsSurvival 2.0 package in DataSHIELD
datashield datashield-technical-team dssurvival survival-analysis
Last synced: 10 Nov 2024
https://github.com/neelsoumya/dsmiscellaneous
Miscellaneous tools for use in DataSHIELD
Last synced: 10 Nov 2024
https://github.com/neelsoumya/butterfly_detector
Basic tutorials and code for teaching deep learning and machine learning
data-science deep deep-learning deep-learning-tutorial deep-neural-networks ethical-artificial-intelligence learning machine-learning neural-networks open open-data-science outreach outreach-activities public-outreach statistical-learning teaching teaching-materials teaching-resources tutorial tutorials
Last synced: 10 Nov 2024
https://github.com/neelsoumya/bootstrap_example_python
A simple example for bootstrapping in python and R.
Last synced: 10 Nov 2024
https://github.com/neelsoumya/pheatmap_example
Example scripts to generate heatmaps using the pheatmap library
Last synced: 10 Nov 2024
https://github.com/neelsoumya/life_objective_viewpoint
An objective and complex systems viewpoint of life.
complex-systems complexity life
Last synced: 10 Nov 2024
https://github.com/neelsoumya/pymc_examples
Examples and simple scripts for probabilistic programming using PyMC3
probabilistic-programming pymc3
Last synced: 10 Nov 2024
https://github.com/neelsoumya/psortb_parsing
Scripts to parse output from PSortB bioinformatics package.
Last synced: 10 Nov 2024
https://github.com/neelsoumya/miscellaneous_interests
Miscellaneous interest
Last synced: 10 Nov 2024
https://github.com/neelsoumya/gaussian_process_tutorial
Tutorial and examples for Gaussian processes
gaussian-process-regression gaussian-processes
Last synced: 10 Nov 2024
https://github.com/neelsoumya/lay_summary_research
Lay or general summary of research
Last synced: 10 Nov 2024
https://github.com/neelsoumya/interdisciplinary_readings
Readings on interdisciplinary work
Last synced: 10 Nov 2024
https://github.com/neelsoumya/awakers_world
Words of wisdom (Kalyani Banerjee)
Last synced: 10 Nov 2024
https://github.com/neelsoumya/deseq2_diffexpression_vignette
Differential expression analysis of single-cell sequencing data using DESeq2.
Last synced: 10 Nov 2024
https://github.com/neelsoumya/tathagata_sengupta_memorial
A memorial to a friend Tathagata Sengupta
Last synced: 10 Nov 2024
https://github.com/neelsoumya/ethical_ai
A repository of tools and resources for ethical AI
emapthetic-artificial-intelligence empathetic-ai ethical-ai
Last synced: 10 Nov 2024
https://github.com/neelsoumya/bioinformatics_resources
Resources on bioinformatics
bioinformatics bioinformatics-analysis bioinformatics-resources genomics teaching teaching-materials
Last synced: 10 Nov 2024
https://github.com/neelsoumya/recreational_mathematics
Resources for recreational mathematics
Last synced: 10 Nov 2024
https://github.com/neelsoumya/dscox
Repository for Cox models for DataSHIELD
Last synced: 10 Nov 2024
https://github.com/neelsoumya/time_series_forecasting
Repository of code and data for time series forecasting
Last synced: 10 Nov 2024
https://github.com/neelsoumya/genetic_algorithm_matlab
A genetic algorithm in MATLAB (by George Bezerra)
Last synced: 10 Nov 2024
https://github.com/neelsoumya/decision_tree_r_simple
Simple example for regression tree and classification tree in R
Last synced: 10 Nov 2024
https://github.com/neelsoumya/biology_basics
Basics of biology and immunology
Last synced: 10 Nov 2024
https://github.com/neelsoumya/stan_nonlinear_ode
A simple probabilistic inference program for a Lotka-Volterra model using rstan and Stan non-linear ODE model
Last synced: 10 Nov 2024
https://github.com/neelsoumya/lasso_elasticnet_example_r
Example of LASSO and elastic net in R
Last synced: 10 Nov 2024
https://github.com/neelsoumya/isotonic_regression
A simple script for isotonic regression
Last synced: 10 Nov 2024
https://github.com/neelsoumya/testing_framework_r
An example to show a testing framework in R using the testthat package.
Last synced: 10 Nov 2024
https://github.com/neelsoumya/llm_resources
Resources on large language models (LLMs)
large-language-models teaching-materials
Last synced: 10 Nov 2024