jarrydmartinx
I am an AI/ML research scientist. My research focuses on Reinforcement Learning; mostly on AI Safety and exploration Methods for Deep RL
Australian National UniversityMelbourne, Australia
Pinned Repositories
android-graphics-calculator-app
A scientific calculator app for Android with basic plotting capability. Supports binary, octal, hexadecimal, and decimal computations.
android-note-taking-app
A notetaking app for Android with many features. Provides photo and voice note capability, checklists, sharing and more.
conda
OS-agnostic, system-level binary package manager and ecosystem
condacolab
Install Conda and friends on Google Colab, easily
data-structures
Basic Algorithms and Data Structures implemented in C++ and Python
deep-rl
A series of notebooks implementing a suite of Deep RL Algorithms.
deep-rl-coursework-berkeley
Assignments for CS294-112.
generative-models
A series of notebooks implementing a suite of generative models of images.
mc-aixi-ctw
An implementation of the MC-AIXI-CTW algorithm, of Veness et al. (2011). JAIR Paper available at: https://arxiv.org/pdf/0909.0801.pdf
supervised-learning
A set of supervised learning algorithms, mostly deep neural networks for classification.
jarrydmartinx's Repositories
jarrydmartinx/android-graphics-calculator-app
A scientific calculator app for Android with basic plotting capability. Supports binary, octal, hexadecimal, and decimal computations.
jarrydmartinx/android-note-taking-app
A notetaking app for Android with many features. Provides photo and voice note capability, checklists, sharing and more.
jarrydmartinx/conda
OS-agnostic, system-level binary package manager and ecosystem
jarrydmartinx/condacolab
Install Conda and friends on Google Colab, easily
jarrydmartinx/data-structures
Basic Algorithms and Data Structures implemented in C++ and Python
jarrydmartinx/deep-rl
A series of notebooks implementing a suite of Deep RL Algorithms.
jarrydmartinx/deep-rl-coursework-berkeley
Assignments for CS294-112.
jarrydmartinx/generative-models
A series of notebooks implementing a suite of generative models of images.
jarrydmartinx/mc-aixi-ctw
An implementation of the MC-AIXI-CTW algorithm, of Veness et al. (2011). JAIR Paper available at: https://arxiv.org/pdf/0909.0801.pdf
jarrydmartinx/supervised-learning
A set of supervised learning algorithms, mostly deep neural networks for classification.
jarrydmartinx/dog-breed-heroku
A CNN based project where trying to predict the breed of the dog in the image and detect human faces
jarrydmartinx/exploration-survey
A survey of recent papers on exploration methods for reinforcement learning
jarrydmartinx/langflow
⛓️ Langflow is a UI for LangChain, designed with react-flow to provide an effortless way to experiment and prototype flows.
jarrydmartinx/leetcode-algorithms
Answers to problems from the Leetcode (https://leetcode.com/) interview preparation kits.
jarrydmartinx/ml-basics
Notebooks with theory and code for some standard ML algorithms (for sampling, regression, classification etc.)
jarrydmartinx/mlviz
Visualizations for Machine Learning Models, especially Metric Learning Models
jarrydmartinx/pytorch_tabular
A standard framework for modelling Deep Learning Models for tabular data
jarrydmartinx/snca.pytorch
Improving Generalization via Scalable Neighborhood Component Analysis
jarrydmartinx/transformers4rnaseq
Use huggingface transformers for RNA-seq data.