Peadar Coyle springcoil

## pymc3_normalizing_flows.ipynb

      
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                springcoil
                / pymc3_normalizing_flows.ipynb
            
            
              Created
              December 16, 2016 23:11
            
              
                Pymc3 normalizing flows WIP 
              
          
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## pymc3_normalizing_flow_beta_binomial.ipynb

      
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                springcoil
                / pymc3_normalizing_flow_beta_binomial.ipynb
            
            
              Created
              December 16, 2016 23:00
                — forked from taku-y/pymc3_normalizing_flow_beta_binomial.ipynb
            
          
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## elbo_output.txt
Iteration 0 [0%]: ELBO = -56971496.0
Iteration 50 [10%]: Average ELBO = nan
Iteration 100 [20%]: Average ELBO = nan
Iteration 150 [30%]: Average ELBO = nan
Iteration 200 [40%]: Average ELBO = nan
Iteration 250 [50%]: Average ELBO = nan
Iteration 300 [60%]: Average ELBO = nan
Iteration 350 [70%]: Average ELBO = nan
Iteration 400 [80%]: Average ELBO = nan
Iteration 450 [90%]: Average ELBO = nan

## pymc3_dev.yml
name: pymc3_dev
channels:
- defaults
dependencies:
- _nb_ext_conf=0.3.0=py35_0
- anaconda-client=1.5.1=py35_0
- appnope=0.1.0=py35_0
- clyent=1.2.2=py35_0
- conda-forge::jinja2=2.8=py35_1
- conda-forge::xz=5.2.2=0

## output_theano_convolutional_vae.py

---------------------------------------------------------------------------
ValueError                                Traceback (most recent call last)
<ipython-input-47-0d6966774623> in <module>()
      4         local_RVs=local_RVs, observed_RVs=observed_RVs,
      5         encoder_params=(enc.params + dec.params),
----> 6         optimizer=adam
      7     )

/Users/peadarcoyle/anaconda/envs/py35/lib/python3.5/site-packages/pymc3/variational/advi_minibatch.py in advi_minibatch(vars, start, model, n, n_mcsamples, minibatch_RVs, minibatch_tensors, minibatches, local_RVs, observed_RVs, encoder_params, total_size, optimizer, learning_rate, epsilon, random_seed, verbose)

## stochastic_volatility_2.ipynb

      
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                springcoil
                / stochastic_volatility_2.ipynb
            
            
              Created
              October 27, 2016 20:03
            
              
                Changed the normalizing flow of Stochastic Volatility
              
          
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## normalizing_flows.ipynb

      
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                springcoil
                / normalizing_flows.ipynb
            
            
              Created
              October 26, 2016 17:39
            
          
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## aevb.ipynb

      
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                springcoil
                / aevb.ipynb
            
            
              Created
              October 20, 2016 19:22
            
          
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## testing_euler_sde.ipynb

      
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                springcoil
                / testing_euler_sde.ipynb
            
            
              Created
              September 26, 2016 14:45
            
              
                Testing the Euler_sde
              
          
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## Microservice_exploration.json
Peadars-MBP% http GET http://localhost:8081/John_Smith
HTTP/1.1 200 OK
Content-Length: 20
Content-Type: text/plain; charset=utf-8
Date: Tue, 20 Sep 2016 20:26:38 GMT

Welcome, John_Smith!

Peadars-MBP% http GET http://localhost:8081/about.html
HTTP/1.1 200 OK
	Iteration 0 [0%]: ELBO = -56971496.0
	Iteration 50 [10%]: Average ELBO = nan
	Iteration 100 [20%]: Average ELBO = nan
	Iteration 150 [30%]: Average ELBO = nan
	Iteration 200 [40%]: Average ELBO = nan
	Iteration 250 [50%]: Average ELBO = nan
	Iteration 300 [60%]: Average ELBO = nan
	Iteration 350 [70%]: Average ELBO = nan
	Iteration 400 [80%]: Average ELBO = nan
	Iteration 450 [90%]: Average ELBO = nan
	name: pymc3_dev
	channels:
	- defaults
	dependencies:
	- _nb_ext_conf=0.3.0=py35_0
	- anaconda-client=1.5.1=py35_0
	- appnope=0.1.0=py35_0
	- clyent=1.2.2=py35_0
	- conda-forge::jinja2=2.8=py35_1
	- conda-forge::xz=5.2.2=0

	---------------------------------------------------------------------------
	ValueError Traceback (most recent call last)
	<ipython-input-47-0d6966774623> in <module>()
	4 local_RVs=local_RVs, observed_RVs=observed_RVs,
	5 encoder_params=(enc.params + dec.params),
	----> 6 optimizer=adam
	7 )

	/Users/peadarcoyle/anaconda/envs/py35/lib/python3.5/site-packages/pymc3/variational/advi_minibatch.py in advi_minibatch(vars, start, model, n, n_mcsamples, minibatch_RVs, minibatch_tensors, minibatches, local_RVs, observed_RVs, encoder_params, total_size, optimizer, learning_rate, epsilon, random_seed, verbose)
	Peadars-MBP% http GET http://localhost:8081/John_Smith
	HTTP/1.1 200 OK
	Content-Length: 20
	Content-Type: text/plain; charset=utf-8
	Date: Tue, 20 Sep 2016 20:26:38 GMT

	Welcome, John_Smith!

	Peadars-MBP% http GET http://localhost:8081/about.html
	HTTP/1.1 200 OK