ImScientist

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Anton Ivanov ImScientist

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9 followers · 10 following

Achievements

Achievements

ImScientist/README.md

Hello world

Kubernetes
Tensorflow
PyTorch
LightGBM:
- Probabilistic prediction of trip travel times with LighGBM + Dask
Other
- Navigation through a dynamic map using the Bellman equation: source code | blog
- Ad auction bidding strategy: source code | blog |
- Optimal asset reallocation strategies: gist | blog |
- Track the model performance metrics in Federated training: plotly app | blog
- Variational inference in probabilistic models: an analytically solvable example: gist | blog
- Bayesian inference for stochastic processes: an analytically solvable problem: gist | blog |
- Efficient Likelihood Function Reparametrization for Regression against Categorical Variables: source code | blog |

Pinned Loading

agents agents Public

LLM agents

Python
auction-bidding-strategy auction-bidding-strategy Public

Explore a bidding strategy for ad auctions

Jupyter Notebook 14 1
tensorflow-serving tensorflow-serving Public

Monitor deployed tensorflow models with Prometheus and Grafana

Python 3
probabilistic-forecasting-travel-time probabilistic-forecasting-travel-time Public

Python
mlflow mlflow Public

mlflow on kubernetes

HCL 1 1
probabilistic-forecasting-travel-time-lightgbm probabilistic-forecasting-travel-time-lightgbm Public

Probabilistic prediction of trip travel time with Dask-LightGBM

Python