tsmatz

azure-databricks-exercise

Azure Databricks Hands-on (Tutorials)

azureml-tutorial

Azure Machine Learning Tutorial (CLI / Python)

bot-framework-with-auth-example

Authentication Example in Microsoft Bot Framework (obsolete)

bot-framework-with-auth-example2

Authentication Example in Microsoft Bot Framework

finetune_llm_with_lora

Fine-tuning LLM with LoRA (Low-Rank Adaptation)

hmm-lds-em-algorithm

Estimate Hidden Markov Models (HMM) and Linear Dynamical Systems (LDS)

huggingface-finetune-japanese

Examples to finetune encoder-only and encoder-decoder transformers for Japanese language (Hugging Face)

minecraft-rl-example

Applying Reinforcement Learning in Minecraft (Project Malmo Tutorial)

nlp-tutorials

Natural Language Processing Neural Methods Tutorials (such as, embeddings, transformers, etc) from scratch

reinforcement-learning-tutorials

Reinforcement Learning Algorithms Tutorial (Python) from scratch

tsmatz/reinforcement-learning-tutorials

Reinforcement Learning Algorithms Tutorial (Python) from scratch

tsmatz/azure-databricks-exercise

Azure Databricks Hands-on (Tutorials)

tsmatz/azureml-tutorial

Azure Machine Learning Tutorial (CLI / Python)

tsmatz/nlp-tutorials

Natural Language Processing Neural Methods Tutorials (such as, embeddings, transformers, etc) from scratch

tsmatz/huggingface-finetune-japanese

Examples to finetune encoder-only and encoder-decoder transformers for Japanese language (Hugging Face)

tsmatz/minecraft-rl-example

Applying Reinforcement Learning in Minecraft (Project Malmo Tutorial)

tsmatz/hmm-lds-em-algorithm

Estimate Hidden Markov Models (HMM) and Linear Dynamical Systems (LDS)

tsmatz/finetune_llm_with_lora

Fine-tuning LLM with LoRA (Low-Rank Adaptation)

tsmatz/bot-framework-with-auth-example

Authentication Example in Microsoft Bot Framework (obsolete)

tsmatz/decision-transformer

Decision Transformer in Atari Pong (small example)

tsmatz/homomorphic-encryption-microsoft-seal

Microsoft SEAL Homomorphic Encryption in Python

tsmatz/minecraft-rl-pigchase-attention

Deep Reinforcement Learning : Applying Visual Attention in Minecraft

tsmatz/mlflow-azureml

Working with Azure Machine Learning via MLflow API

tsmatz/quantum-algorithms-qsharp

Implementing Quantum Algorithms in Q# and Python

tsmatz/Quantum-Arithmetic-QSharp

Q# Example for Basic Quantum Arithmetics (Adder, Substracter, Multiplier, and Exponentiation)

tsmatz/Quantum-Shor-Algorithm

Q# Example for Shor's Algorithm

tsmatz/tensorflow-tensorrt-python

Speed up Inference by TensorRT

tsmatz/intel-sgx-enclave-ubuntu-tutorial

Intel SGX Enclave Tutorial (Ubuntu)

tsmatz/Quantum-Phase-Estimation-QSharp

Q# and C# Example for Quantum Phase Estimation

tsmatz/tsmatz.github.io

tsmatz/azure-spatial-analysis

Azure Spatial Analysis Hands-On Tutorial

tsmatz/azureml-examples

Azure Machine Learning - Examples

tsmatz/azureml-tensorrt-image

Dockerfile for Azure Machine Learning TensorRT image

tsmatz/microsoft-exchange-ews-sync-example

C# Example for Calendar Synchronization by Exchange Web Services (EWS)

tsmatz/microsoft-office365-api-example

C# Example for Microsoft Graph (Outlook)

tsmatz/wcf-aspnet-compatibility-mode

C# Example for ASP.NET Compatibility Model in WCF

tsmatz/calender-ics-example

C# Example for Adding Item in Outlook Calendar (with ICS MIME)

tsmatz/gmm

Estimate Gaussian Mixture Model (Python Example)

tsmatz/minecraft-rl-on-ray-cluster

Running Reinforcement Learning in Minecraft on Ray Cluster (Distributed RL Example)

tsmatz/model-parallel

Model Parallel Minimal Implementation (Fine-tuning LLMs with ZeRO)