Thomas Wiecki twiecki

## pydata12_zipline_twiecki.ipynb

      
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                twiecki
                / pydata12_zipline_twiecki.ipynb
            
            
              Created
              October 27, 2012 03:33
            
              
                IPython notebook used in my PyData NYC'12 presentation.
              
          
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## mmm_talk.ipynb

      
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              July 18, 2023 19:27
            
          
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## sim_drift_gpu.py
from __future__ import division

import pycuda.compiler
import pycuda.gpuarray as gpuarray
import pycuda.autoinit
import pycuda.curandom
from pycuda.cumath import exp as pycuda_exp
from pycuda.compiler import SourceModule
import matplotlib.pyplot as plt
from kabuki.utils import scipy_stochastic

## PyMC3 vs PyMC 4.0.ipynb

      
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              December 24, 2021 13:06
            
              
                PyMC3 vs PyMC 4.0.ipynb
              
          
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## GLM-hierarchical-jax.ipynb

      
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              September 7, 2022 23:21
            
              
                notebooks/GLM-hierarchical.ipynb
              
          
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## Section4_2-Generative_Modeling.ipynb

      
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                Generative-Modeling-rt-live.ipynb
              
          
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## Section4_1-Bayesian_Workflow.ipynb

      
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              December 2, 2021 16:09
            
              
                Bayesian_Workflow.ipynb
              
          
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## bayesian_neural_network.ipynb

      
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              February 22, 2022 01:28
            
              
                Bayesian Neural Network in PyMC3
              
          
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## PyMC3 vs PyMC 4.0.ipynb

      
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              January 6, 2022 16:01
            
              
                PyMC3 vs PyMC 4.0.ipynb
              
          
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## ModelBuilder
class ModelBuilder:
    @classmethod
    def load_default_config(cls):
        # return dict of parameters
        ...


    def __init__(self, data: pd.DataFrame, trait: str, config: Dict):
        """
        Initialize the model builder.
	from __future__ import division

	import pycuda.compiler
	import pycuda.gpuarray as gpuarray
	import pycuda.autoinit
	import pycuda.curandom
	from pycuda.cumath import exp as pycuda_exp
	from pycuda.compiler import SourceModule
	import matplotlib.pyplot as plt
	from kabuki.utils import scipy_stochastic
	class ModelBuilder:
	@classmethod
	def load_default_config(cls):
	# return dict of parameters
	...


	def __init__(self, data: pd.DataFrame, trait: str, config: Dict):
	"""
	Initialize the model builder.